Research Article An Inventory Model for Perishable Products with Stock-Dependent Demand and Trade Credit under Inflation

Size: px
Start display at page:

Download "Research Article An Inventory Model for Perishable Products with Stock-Dependent Demand and Trade Credit under Inflation"

Transcription

1 Mathematical Problems in Engineering Volume 213, Article ID 72939, 8 pages Research Article An Inventory Model for Perishle Products with Stock-Dependent Demand and rade Credit under Inflation Shuai Yang, 1 Chulung Lee, 2 and Anming Zhang 3 1 Graduate School of Information Management and Security, Korea University, Anam-dong 5-ga, Seongbuk-gu, Seoul , Republic of Korea 2 School of Industrial Management Engineering and Graduate School of Management of echnology, Korea University, Anam-dong 5-ga, Seongbuk-gu, Seoul , Republic of Korea 3 Sauder School of Business, University of British Columbia, 253 Main Mall, Vancouver, BC, nada V6 1Z2 Correspondence should be addressed to Chulung Lee; leecu@korea.ac.kr Received 5 July 213; Accepted 1 October 213 Academic Editor: Dongdong Ge Copyright 213 Shuai Yang et al. his is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. We consider an inventory model for perishle products with stock-dependent demand under inflation. It is assumed that the supplier offers a credit period to the retailer, and the length of credit period is dependent on the order quantity. he retailer does not need to pay the purchasing cost until the end of credit period. If the revenue earned by the end of credit period is enough to pay the purchasing cost or there is budget, the balance is settled and the supplier does not charge any interest. Otherwise, the supplier charges interest for unpaid balance after credit period, and the interest and the remaining payments are made at the end of the replenishment cycle. he objective is to minimize the retailer s (net) present value of cost. We show that there is an optimal cycle length to minimize the present value of cost; furthermore, a solution procedure is given to find the optimal solution. Numerical experiments are provided to illustrate the proposed model. 1. Introduction After the global economic crisis, developing countries (and even some developed countries) have suffered from large scale inflation. Meanwhile, the inflation in food market is especially severe. For example, according to the BBC Online, the global grain price increased 1% in July 212 because of thehotanddryweatherintheusaandeasterneurope.since the demand for food is quite rigid, the inflation increases thepovertylevelindevelopingcountries.purchasewith large amount may reduce the cost and bring out more sales,butitmayincreasethemarketriskandspoilagedue to the characteristic of perishle products. In traditional EOQ model, the payment time does not affect the profit and replenishment policy. If the inflation is considered, the order quantity and payment time can influence both the supplier and retailer s decisions. he supplier may offer a credit period to promote the market, and the retailer may order more since the funding pressure is less. herefore, we should consider all these factors in order to make a reasonle replenishment policy under inflation. his research tries to determine the optimal order quantity for the inventory management of perishle products under inflation when the supplier offers a credit period. raditional inventory models assume that the demand rate is independent of the inventory level. However, the observationsinsupermarketsshowthatalargepileofgoodsinduce consumers to buy more. his occurs because larger stockpiles receive more visibility; especially for some perishle food (e.g., vegetles, fruits, and bread), high inventory may also suggest that they are fresh and popular. Silver and Peterson [1] observed that the consumption rate could be proportional to the stock level displayed. Later, Baker and Urban [2] considered a more practical assumption that the demand rate is a polynomial function of instantaneous stock level. Sana and Chaudhuri [3] considered a deterministic EOQ model with delays in payments and price discount offers, incorporating stock-dependent demand and other demand patterns. Since the perishle products may deteriorate over time, Mandal and Phaujdar [4] presented an inventory model for perishle

2 2 Mathematical Problems in Engineering products with a constant deterioration rate, assuming that the demand rate is a linear function of instantaneous stock level. Some of the relevant works for inventory management of deteriorating and stock-dependent demand items are by Sana [5], Padmanhan and Vrat [6], Mandal and Maiti [7], Dye and Ouyang [8], Chang et al. [9], and others. Moreover,inflationandtimevalueofmoneyareignored because they may not influence the inventory policy significantly. However, after global financial crisis, many countries have suffered from large scale inflation. herefore, inflation and time value of money should be considered when the inventory policy is made. he pioneer researcher in this area was Buzacott [1], who developed an EOQ model under inflation subject to different types of pricing policies. Vrat and Padmanhan [11] considered an inventory model with initial-stock-dependent demand under a constant inflation rate. Bose et al. [12] presented an inventory model for deteriorating items with time-dependent demand and shortages under inflation and time discounting. Recently, Sarkar et al. [13] developed an economic manufacturing quantity model for an imperfect production system with inflation and time value of money to determine the optimal production reliility and production rate that maximize the profit. Sana [14] proposed a control policy for a production system under inflation, assuming that the demand is dependent on the stock and the sales team s promotional effort. Some relatedworkscanbefoundinchungandlin[15], Hou [16], Jaggi et al.[17], Roy et al. [18], and others. When the inflation is considered, the credit period may be employed in replacement of price discounts or financial service and also affect the replenishment policy. herefore, some suppliers are willing to offer a credit period to promote the market competition. Chang [19] developed an inventory model for deteriorating items under inflation and time discounting, assuming that the supplier offers a trade credit if the retailer s order size is larger than a certain level. Although there are many exiting research works on the inventory management of perishle products, few papers have discussed the inventory management for perishle products with stock-dependent demand under inflation and time discounting. his paper deals with this problem, and it provides an optimal solution to minimize the retailer s present value of cost. 2. Model Formulation his section introduces the assumptions, notations, and mathematical formulation used in our perishle product inventory model Assumptions. he following assumptions are used throughout the paper. (1)hesuppliersellsonesingleitemtotheretailerin quantity. (2)heitemsarereplenishedwhenthestocklevelbecomes zero. (3) he supplier provides a credit period, which is dependent on the order quantity. (4) he deteriorating rate is constant. he deteriorating items cannot be repaired and the salvage value is zero. (5) he demand rate D(t) at the retailer s end is dependent on the instantaneous inventory level q(t),which means D(t) = a bq(t), a, 1 b. (6)heleadtimeiszeroandshortagesarenotallowed. (7) he planning horizon of the inventory system is finite. he number of cycles must be integer in the planning horizon Mathematical Model. he replenishment cycle starts with the initial inventory level Q and ends with zero stock. Since the inventory is depleted by the effect of both stockdependent consumption and deterioration, we can describe the retailer s inventory level q(t) by the following differential equation: dq (t) = [q(t) θq(t)], t. (1) dt By integrating both sides of (1)withrespecttot, 1 q(t) θq(t) dq (t) = dt. (2) With the boundary condition q() =, the solution of the integral equation is q (t) = a bθ [e(bθ)( t) 1]. (3) With q() = Q,weget Q= a bθ [e(bθ) 1]. (4) On the ove assumptions, there are two scenarios to arise: Scenario A, M ;ScenarioB,M< Scenario A: When M. Since the credit period M is longer than the replenishment cycle length, theretailer can sell all the items before the end of credit period, as shown in Figure 1. herefore, there is no interest charged by the supplier. he elements of the retailer s cost are as follows: ordering cost, purchasing cost, and holding cost. Since the replenishment is made at the beginning of each cycle,thepresentvalueoftheorderingcostduringthefirst cycle is A. he purchasing cost is paid at the end of credit period M; thepresentvalueofthepurchasingcostduringthefirstcycle is CQe rm = bθ [e(bθ) 1] e rm. (5) Because the holding cost occurs all over the replenishment cycle, the present value of the holding cost during the first cycle is h q (t) e rt dt = (bθ) r (e r 1) (bθ)(rbθ) [e(bθ) e r ]. (6)

3 Mathematical Problems in Engineering 3 Inventory level Q Proposition 1. When there exists a unique at which dpvh 1 ()/d = =for (, M], thenpvh 1 () is minimized at = if PV 1 (M)(erM 1) rpv 1 (M). Otherwise, =Misthe optimal solution. Proof. Let PV 1 () and PV 1 () represent the first and the second derivatives of PV 1 () with respect to, respectively. aking the first derivative of PVH 1 () with respect to, M ime Figure 1: he retailer s inventory level of the first cycle when M. Inventory level Q ime 2 L = m Figure 2: he retailer s inventory cycles in the planning horizon. herefore, the net present value of the cost during the first cycle is PV 1 () =ACQe rm h q (t) e rt dt =A bθ [e(bθ) 1]e rm [e r 1 bθ r e(bθ) e r ]. rbθ As shown in Figure 2, therearem cycles in the planning horizon. herefore, the present value of the total cost over the planning horizon L is PVH 1 () = m 1 n= PV 1 () e rn 1 e r PV 1 () {A 1 e r bθ [e(bθ) 1]e rm (bθ) r (e r 1) (7) (bθ)(rbθ) [e(bθ) e r ]}. (8) dpvh 1 () = e r (1 e rl ) d (1 e r ) 2 [PV 1 () (er 1) rpv 1 ()]. (9) Let f 1 () = PV 1 ()(er 1) rpv 1 ();thendpvh 1 ()/d = (e r (1 e rl )/(1 e r ) 2 )f 1 (). e r (1 e rl )/(1 e r ) 2 = (1 e rl )(1/(e r e r 2))>,andtheyaredecreasingon. aking the first derivative of f 1 () with respect to, we get f 1 () =PV 1 () (er 1)rPV 1 () (er 1). (1) In f 1 (), PV 1 () =e(bθ) rm (bθ)(rbθ) (bθ) e r (bθ) e (bθ) re r )] PV 1 () =(bθ) e(bθ) rm r (bθ) e r (bθ)(rbθ) (bθ) 2 e (bθ) r 2 e r ]. (11) Obviously, PV 1 () and PV 1 () arebothmorethanzero. herefore, f 1 () > ; f 1() is increasing on.fromf 1 () = ra and lim f 1 () =, the Intermediate Value heorem (homas and Finney [2]) implies that there exists auniquesolution,whichmakesf 1 ( )=.Hence, dpvh 1 () d = e r (1 e rl ) < if << { (1 e r ) 2 f 1 () = if = { { > if >. (12) herefore, if f 1 (M) = PV 1 (M)(erM 1) rpv 1 (M), is the optimal solution. Otherwise, PVH 1 () is decreasing on (, M] and =Mis the optimal solution Scenario B: When M< se 1. Letting Pe rm M D(t)e rt dt CQ, whichmeansat time M,therevenueearnedismorethanthepurchasingcost,

4 4 Mathematical Problems in Engineering then the revenue is enough to pay the purchasing cost. here is no interest charged by the supplier, although the credit period M is shorter than the replenishment cycle length, as shown in Figure 3. he objective function is the same with that under Scenario A: PVH 1 () = m 1 n= PV 1 () e rn Inventory level Q 1 e r PV 1 () {A 1 e r bθ [e(bθ) 1]e rm (bθ) r (e r 1) (bθ)(rbθ) [e(bθ) e r ]}. (13) se 2. Let Pe rm M D(t)e rt dt < CQ, butthereisbudget. hat means, although the revenue earned by time M is less than the purchasing cost, there is budget to pay the short purchasing cost at time M. herefore, there is still no interest charged by the supplier. he objective function is the same with that under Scenario A: PVH 1 () = m 1 n= PV 1 () e rn 1 e r PV 1 () {A 1 e r bθ [e(bθ) 1]e rm (bθ) r (e r 1) (bθ)(rbθ) [e(bθ) e r ]}. (14) se 3. Let Pe rm M D(t)e rt dt<cq,andthereisnobudget. Asaresult,alltherevenueearnedbytimeMis used to pay the purchasing cost and the supplier charges interest rate I c from M to for the unpaid balance. he interest and the remaining payments should be made at the end of the replenishment cycle. herefore, there are four elements in the retailer s cost: ordering cost, holding cost, the purchasing cost paid at time M, and the interest and the remaining payments made at the end of replenishment cycle.wooftheelementsare different from Scenario A: the purchasing cost paid at time M and the interest and the remaining payments made at the end of the replenishment cycle. M ime Figure 3: he retailer s inventory level of the first cycle when M<. he present value of the purchasing cost paid at time M during the first cycle is equal to the present value of the revenue earned by time M: M P D (t) e rt dt =P[ (bθ) r (1 e rm ) (bθ)(bθr) e(bθ) (1 e (bθr)m )]. (15) he present value of the remaining payments and interest paid at the end of the replenishment cycle during the first cycle is [CQ Pe rm M D (t) e rt dt] [1 I c ( M)]e r ={ bθ [e(bθ) 1] Pe rm (bθ) r (1 e rm ) (bθ)(bθr) e (bθ) (1 e (bθr)m )]} 1I c ( M)]e r. he net present value of the cost during the first cycle is PV 2 () =Ah q (t) e rt dt [CQ Pe rm M D (t) e rt dt] 1I c ( M)]e r M P D (t) e rt dt (16)

5 Mathematical Problems in Engineering 5 =A (bθ) r (e r 1) (bθ)(bθr) [e(bθ) e r ] { bθ [e(bθ) 1] Pe rm (bθ) r (1 e rm ) (bθ)(bθr) e(bθ) (1 e (bθr)m )]} 1I c ( M)]e r P[ (bθ) r (1 e rm ) (bθ)(bθr) e(bθ) (1 e (bθr)m )]. (17) he present value of the total cost over the planning horizon L is PVH 2 () = m 1 n= PV 2 () e rn 1 e r PV 2 () 1 e r {A h q (t) e rt dt [CQ Pe rm M D (t) e rt dt] I c ( M) 1] e r M P D (t) e rt dt} {A 1 e r (bθ) r (e r 1) (bθ)(rbθ) [e(bθ) e r ] { bθ [e(bθ) 1] Pe rm (bθ) r (1 e rm ) (bθ)(bθr) e(bθ) (1 e (bθr)m )]} 1I c ( M)]e r P[ (bθ) r (1 e rm ) (bθ)(bθr) e(bθ) (1 e (bθr)m )]}. (18) Proposition 2. When there exists a unique at which dpvh 2 ()/d = =for (M, ),thenpvh 2 () is minimized at = if PV 2 (M)(erM 1) rpv 2 (M). Otherwise, =Misthe optimal solution. Proof. Let PV 2 () and PV 2 () represent the first and the second derivatives of PV 2 () with respect to, respectively. aking the first derivative of PVH 2 () with respect to, dpvh 2 () d = e r (1 e rl ) (1 e r ) 2 [PV 2 () (er 1) rpv 2 ()]. (19) Letting f 2 () = PV 2 ()(er 1) rpv 2 (), then dpvh 2 ()/d = (e r (1 e rl )/(1 e r ) 2 )f 2 (). aking the first derivative of f 2 () with respect to, we get f 2 () = PV 2 ()(er 1)rPV 2 ()(er 1).Inf 2 (), PV 2 () = (bθ) e r (bθ)(rbθ) (bθ) e bθ re r ] [e (bθ) bθr (1 e (bθr)m )] I c ( M) 1]e r { bθ [e(bθ) 1] Pe rm (bθ) r (1 e rm ) (bθ)(bθr) e(bθ) (1 e (bθr)m )]} I c r I c r ( M)]e r P bθr e(bθ) (1 e (bθr)m )> PV r 2 () = (bθ) e r (bθ)(rbθ) bθ) 2 e (bθ) r 2 e r ] [(bθ) e (bθ) (bθ) bθr (1 e (bθr)m )e (bθ) ] 1I c ( M)]e r 2[e (bθ) bθr (1 e (bθr)m )e (bθ) ]

6 6 Mathematical Problems in Engineering I c r I c r ( M)]e r { bθ [e(bθ) 1] Pe rm (bθ) r (1 e rm ) (bθ)(bθr) e(bθ) (1 e (bθr)m )]} r 2 2I c ri c r 2 ( M)]e r P (bθ) bθr e(bθ) (1 e (bθr)m )>. (2) herefore, we can get f 2 ()=PV 2 ()(er 1)rPV 2 ()(er 1) >. Fromf 2 (M) = PV 2 (M)(erM 1) rpv 2 (M) and lim f 2 () =,wecangetthatthereisaunique solution,atwhichf 2 ( )=,andpvh 2 () is minimized from the Intermediate Value heorem ([2]). herefore, if f 2 (M) = PV 2 (M)(erM 1) rpv 2 (M), is the optimal solution. Otherwise, PVH 2 () is increasing on (M, ),and =Mis the optimal solution. 3. Solution Procedure In this section, we develop two algorithms to find the optimal solution under the condition of whether there is budget to pay thepurchasingcostattheendofthecreditperiod. se 1. If there is budget, the interest will never be charged by the supplier. Algorithm A. We have the following steps. Step 1. Input all the initial data, and set the optimal cycle length, the optimal present value of the total cost, and the number of cycles to be opt =, PVH() =,and m =. Step 2. Set m=m1.let=h/mand get Q from Q= (a/(b θ))[e (bθ) 1]. Find the corresponding M i from Q. hen, we can get PVH 1 (). Step 3. If PVH 1 () PVH(),update opt, PVH(),and m,andgotostep2. Otherwise, the current opt, PVH(), and m are the optimal solutions. se 2. here is no budget. herefore, when the revenue earned by the end of credit period is not enough to pay the purchasing cost, the supplier charges interest for the unpaid balance. Algorithm B. We have the following steps. Step 1. Input all the initial data, and set the optimal cycle length, the optimal present value of the total cost, the optimal PVH 2 (), and the number of cycles to be opt =, PVH() =, PVH 2 () =,andm =. Step 2. Set m = m 1.Let = H /m and get Q from Q = (a/(b θ))[e (bθ) 1]. Find the corresponding M i from Q. If M i and Pe rm M D(t)e rt dt < CQ, PVH 2 () is the optimal solution. Otherwise, PVH 1 () is the optimal solution. If we get PVH 1 (), gotostep3.otherwise,goto Step 4. Step 3. If PVH 1 () PVH(),update opt, PVH(), and m, and then go to Step 2. Otherwise, the current opt, PVH(),andm are the optimal solutions. Step 4. If PVH 2 () PVH(),update opt, PVH(), PVH 2 (),andm, and then go to Step 2. If PVH() < PVH 2 () PVH 2 (),updatepvh 2 () and go to Step 2. Otherwise, the current opt, PVH(), and m are the optimal solutions. 4. Numerical Example his section presents two cases where the results are illustrated. he following parameters are used in the first case. a = 2, b =.3, θ =.1, A = 1, h=1, L=2,and I c =.2. We assume the supplier offers a credit period of M [.5,.15,.25] when the retailer orders more than 3 items per time. here is no budget. From le 1, one can see that when the credit period is short, the retailer prefers to order less to decrease the interest charged by the supplier. When the credit period is so long enough that the retailer could earn enough revenue to pay the purchasing cost, the order quantity increases significantly. herefore, the credit period is a good promotion means to attract more orders. hen we consider a special case where the planning horizon is infinite. he following parameters are used in this case: a = 2, b =.3, θ =.1, A = 1, h=1, L=, and I c =.2. We assume the supplier offers a credit period of M [.5,.15,.25] when the retailer orders more than 2 items per time. here is budget to pay the purchasing cost at the end of the credit period. le 2 showsthat,asthediscountrateincreases,the retailer chooses to shorten the replenishment cycle and accelerate the fund flow. hat explains why people prefer short term and low risk investment when inflation is significant. he credit period could also increase the order quantity when theretailerhasbudget,buttheinfluenceissmall.heretailer just regards the trade credit as a discount. herefore, the credit period policy is much more attractive for small retailers or the ones who are in financial distress. 5. Conclusions In this paper, an inventory model for perishle products with stock-dependent demand and credit period under inflation and time discounting has been proposed. he credit period is dependent on the purchasing quantity. If the purchasing cost is totally paid at the end of the credit

7 Mathematical Problems in Engineering 7 le 1: Effect of r and M on decisions without budget. r M Q Present value of total cost.5 2/ PVH 2 () = / PVH 1 () = / PVH 1 () = / PVH 2 () = / PVH 1 () = / PVH 1 () = / PVH 2 () = / PVH 1 () = / PVH 1 () = le 2: Effect of r and M on decisions with budget and infinite L. r M Q Present value of total cost PVH 1 () = PVH 1 () = PVH 1 () = PVH 1 () = PVH 1 () = PVH 1 () = PVH 1 () = PVH 1 () = PVH 1 () = period, the supplier does not charge any interest. Otherwise, the supplier charges interest for unpaid balance after credit period. All remaining payments should be made at the end of each cycle. From the results we can see that, as inflation rate goes up, the cycle length and order quantity decrease. he longer credit period offered by the supplier encourages the retailer to buy more, especially for these small retailers. he inflation could restrain the consumption for the perishle products with stock-dependent demand, and offering a trade credit is a good promotion for the supplier to enlarge the market under inflation. he results show that additional cost savings may be obtained by adjusting the order quantity with consideration of the inflation and time value of money. herefore, this research proposes a better replenishment policy than the basic EOQ model in terms of the total cost when inflation and time value of money variation are considered. he proposed model may be extended in several directions. First, we may further incorporate the pricing strategy into the analysis. Second, shortage is allowed and the unsatisfied demand could be lost, totally backordered, or partially backordered. hird, the deterministic demand may bechangedtoastochasticdemand. Notations P: Selling price per unit q(t): Inventorylevelattimet Q: Initialinventorylevel(q() = Q) C: Purchasing cost per unit, with P>C : Replenishment cycle length (decision varile) H: Holdingcostperunit A: Ordering cost L: R: Planning horizon Discount rate (i.e., opportunity cost) per unit time, which is related to the time valueofmoneyandinflationrate θ: Deteriorating rate M: Credit period, M={M,q Q< q 1 ;M 1,q 1 Q<q 2 ;...;M k,q k Q} I c : he interest charged per $ per unit time by the supplier when >M,withI c >e r. Acknowledgments his work was supported by the National Research Foundation of Korea Grant funded by the Korean Government (NRF D137). his work was also supported by NSFC (no ); Coordination and Disruption Coping for Customer Oriented Coopetition Supply Chain Networks. References [1] E. A. Silver and R. Peterson, Decision Systems for Inventory Management and Production Planning,JohnWiley&Sons,New York, NY, USA, 2nd edition, [2] R. C. Baker and. L. Urban, A deterministic inventory system with an inventory-level-dependent demand rate, the Operational Research Society, vol. 39, no. 9, pp , 1988.

8 8 Mathematical Problems in Engineering [3] S. S. Sana and K. S. Chaudhuri, A deterministic EOQ model with delays in payments and price-discount offers, European Operational Research, vol.184,no.2,pp , 28. [4] B. N. Mandal and S. Phaujdar, An inventory model for deteriorating items and stock dependent consumption rate, Operational Research Society, vol.4,no.5,pp , [5] S. S. Sana, Optimal selling price and lotsize with time varying deterioration and partial backlogging, Applied Mathematics and Computation,vol.217,no.1,pp ,21. [6] G. Padmanhan and P. Vrat, EOQ models for perishle items under stock dependent selling rate, European Operational Research,vol.86,no.2,pp ,1995. [7] M. Mandal and M. Maiti, Inventory of damagle items with varile replenishment rate, stock-dependent demand and some units in hand, Applied Mathematical Modelling, vol. 23, no. 1, pp , [8] C.-Y. Dye and L.-Y. Ouyang, An EOQ model for perishle items under stock-dependent selling rate and time-dependent partial backlogging, European Operational Research, vol. 163, no. 3, pp , 25. [9] C.-. Chang, J.-. eng, and S. K. Goyal, Optimal replenishment policies for non-instantaneous deteriorating items with stock-dependent demand, International Production Economics,vol.123,no.1,pp.62 68,21. [1] J. A. Buzacott, Economic order quantities with inflation, Operational Research Quarterly,vol.26,no.3,pp ,1975. [11] P. Vrat and G. Padmanhan, An inventory model under inflation for stock dependent consumption rate items, Engineering Costs and Production Economics, vol.19,no.1 3,pp , 199. [12] S. Bose, A. Goswami, and K. S. Choudhuri, An EOQ model for deteriorating items with linear time-dependent demand rate and shortages under inflation and time discounting, Journal of the Operational Research Society, vol.46,no.6,pp , [13] B. Sarkar, S. S. Sana, and K. Chaudhuri, An imperfect production process for time varying demand with inflation and time value of money an EMQ model, Expert Systems with Applications, vol. 38, no. 11, pp , 211. [14] S. S. Sana, Sales team s initiatives and stock sensitive demand aproductioncontrolpolicy, Economic Modelling, vol.31,pp , 213. [15] K.-J. Chung and C.-N. Lin, Optimal inventory replenishment models for deteriorating items taking account of time discounting, Computers and Operations Research,vol.28,no.1,pp.67 83, 21. [16] K.-L. Hou, An inventory model for deteriorating items with stock-dependent consumption rate and shortages under inflation and time discounting, European Operational Research,vol.168,no.2,pp ,26. [17] C. K. Jaggi, K. K. Aggarwal, and S. K. Goel, Optimal order policy for deteriorating items with inflation induced demand, International Production Economics, vol.13,no.2, pp ,26. [18] A. Roy, M. K. Maiti, S. Kar, and M. Maiti, An inventory model for a deteriorating item with displayed stock dependent demand under fuzzy inflation and time discounting over a random planning horizon, Applied Mathematical Modelling, vol. 33, no. 2, pp , 29. [19] C.-. Chang, An EOQ model with deteriorating items under inflation when supplier credits linked to order quantity, International Production Economics,vol.88,no.3,pp , 24. [2] G. B. homas and R. L. Finney, lculus with Analytic Geometry, Addison-Wesley, Reading, Mass, USA, 9th edition, 1996.

9 Advances in Operations Research Advances in Decision Sciences Applied Mathematics Algebra Probility and Statistics he Scientific World Journal International Differential Equations Submit your manuscripts at International Advances in Combinatorics Mathematical Physics Complex Analysis International Mathematics and Mathematical Sciences Mathematical Problems in Engineering Mathematics Discrete Mathematics Discrete Dynamics in Nature and Society Function Spaces Abstract and Applied Analysis International Stochastic Analysis Optimization

An Inventory Model for Deteriorating Items under Conditionally Permissible Delay in Payments Depending on the Order Quantity

An Inventory Model for Deteriorating Items under Conditionally Permissible Delay in Payments Depending on the Order Quantity Applied Mathematics, 04, 5, 675-695 Published Online October 04 in SciRes. http://www.scirp.org/journal/am http://dx.doi.org/0.436/am.04.5756 An Inventory Model for Deteriorating Items under Conditionally

More information

AN EOQ MODEL FOR DETERIORATING ITEMS UNDER SUPPLIER CREDITS WHEN DEMAND IS STOCK DEPENDENT

AN EOQ MODEL FOR DETERIORATING ITEMS UNDER SUPPLIER CREDITS WHEN DEMAND IS STOCK DEPENDENT Yugoslav Journal of Operations Research Volume 0 (010), Number 1, 145-156 10.98/YJOR1001145S AN EOQ MODEL FOR DEERIORAING IEMS UNDER SUPPLIER CREDIS WHEN DEMAND IS SOCK DEPENDEN Nita H. SHAH, Poonam MISHRA

More information

Optimal Ordering Policies in the EOQ (Economic Order Quantity) Model with Time-Dependent Demand Rate under Permissible Delay in Payments

Optimal Ordering Policies in the EOQ (Economic Order Quantity) Model with Time-Dependent Demand Rate under Permissible Delay in Payments Article International Journal of Modern Engineering Sciences, 015, 4(1):1-13 International Journal of Modern Engineering Sciences Journal homepage: wwwmodernscientificpresscom/journals/ijmesaspx ISSN:

More information

Chapter 5. Inventory models with ramp-type demand for deteriorating items partial backlogging and timevarying

Chapter 5. Inventory models with ramp-type demand for deteriorating items partial backlogging and timevarying Chapter 5 Inventory models with ramp-type demand for deteriorating items partial backlogging and timevarying holding cost 5.1 Introduction Inventory is an important part of our manufacturing, distribution

More information

Correspondence should be addressed to Chih-Te Yang, Received 27 December 2008; Revised 22 June 2009; Accepted 19 August 2009

Correspondence should be addressed to Chih-Te Yang, Received 27 December 2008; Revised 22 June 2009; Accepted 19 August 2009 Hindawi Publishing Corporation Mathematical Problems in Engineering Volume 2009, Article ID 198305, 18 pages doi:10.1155/2009/198305 Research Article Retailer s Optimal Pricing and Ordering Policies for

More information

Optimal Payment Policy with Preservation. under Trade Credit. 1. Introduction. Abstract. S. R. Singh 1 and Himanshu Rathore 2

Optimal Payment Policy with Preservation. under Trade Credit. 1. Introduction. Abstract. S. R. Singh 1 and Himanshu Rathore 2 Indian Journal of Science and echnology, Vol 8(S7, 0, April 05 ISSN (Print : 0974-6846 ISSN (Online : 0974-5645 DOI: 0.7485/ijst/05/v8iS7/64489 Optimal Payment Policy with Preservation echnology Investment

More information

EOQ Model for Weibull Deteriorating Items with Imperfect Quality, Shortages and Time Varying Holding Cost Under Permissable Delay in Payments

EOQ Model for Weibull Deteriorating Items with Imperfect Quality, Shortages and Time Varying Holding Cost Under Permissable Delay in Payments International Journal of Computational Science and Mathematics. ISSN 0974-389 Volume 5, Number (03), pp. -3 International Research Publication House http://www.irphouse.com EOQ Model for Weibull Deteriorating

More information

STUDIES ON INVENTORY MODEL FOR DETERIORATING ITEMS WITH WEIBULL REPLENISHMENT AND GENERALIZED PARETO DECAY HAVING SELLING PRICE DEPENDENT DEMAND

STUDIES ON INVENTORY MODEL FOR DETERIORATING ITEMS WITH WEIBULL REPLENISHMENT AND GENERALIZED PARETO DECAY HAVING SELLING PRICE DEPENDENT DEMAND International Journal of Education & Applied Sciences Research (IJEASR) ISSN: 2349 2899 (Online) ISSN: 2349 4808 (Print) Available online at: http://www.arseam.com Instructions for authors and subscription

More information

DETERIORATING INVENTORY MODEL WITH LINEAR DEMAND AND VARIABLE DETERIORATION TAKING INTO ACCOUNT THE TIME-VALUE OF MONEY

DETERIORATING INVENTORY MODEL WITH LINEAR DEMAND AND VARIABLE DETERIORATION TAKING INTO ACCOUNT THE TIME-VALUE OF MONEY International Journal of Mathematics and Computer Applications Research (IJMCAR) ISSN 49-6955 Vol., Issue Mar -5 JPRC Pvt. Ltd., DEERIORAING INVENORY MODEL WIH LINEAR DEMAND AND VARIABLE DEERIORAION AKING

More information

A Note on EOQ Model under Cash Discount and Payment Delay

A Note on EOQ Model under Cash Discount and Payment Delay Information Management Sciences Volume 16 Number 3 pp.97-107 005 A Note on EOQ Model under Cash Discount Payment Delay Yung-Fu Huang Chaoyang University of Technology R.O.C. Abstract In this note we correct

More information

A CASH FLOW EOQ INVENTORY MODEL FOR NON- DETERIORATING ITEMS WITH CONSTANT DEMAND

A CASH FLOW EOQ INVENTORY MODEL FOR NON- DETERIORATING ITEMS WITH CONSTANT DEMAND Science World Journal Vol 1 (No 3) 15 A CASH FOW EOQ INVENTORY MODE FOR NON- DETERIORATING ITEMS WITH CONSTANT DEMAND Dari S. and Ambrose D.C. Full ength Research Article Department of Mathematical Sciences,Kaduna

More information

AN INVENTORY REPLENISHMENT POLICY FOR DETERIORATING ITEMS UNDER INFLATION IN A STOCK DEPENDENT CONSUMPTION MARKET WITH SHORTAGE

AN INVENTORY REPLENISHMENT POLICY FOR DETERIORATING ITEMS UNDER INFLATION IN A STOCK DEPENDENT CONSUMPTION MARKET WITH SHORTAGE AN INVENTORY REPLENISHMENT POLICY FOR DETERIORATING ITEMS UNDER INFLATION IN A STOCK DEPENDENT CONSUMPTION MARKET WITH SHORTAGE Soumendra Kumar Patra Assistant Professor Regional College of Management

More information

An Economic Production Lot Size Model with. Price Discounting for Non-Instantaneous. Deteriorating Items with Ramp-Type Production.

An Economic Production Lot Size Model with. Price Discounting for Non-Instantaneous. Deteriorating Items with Ramp-Type Production. Int. J. Contemp. Math. Sciences, Vol. 7, 0, no., 53-554 An Economic Production Lot Size Model with Price Discounting for Non-Instantaneous Deteriorating Items with Ramp-Type Production and Demand Rates

More information

Pricing Policy with Time and Price Dependent Demand for Deteriorating Items

Pricing Policy with Time and Price Dependent Demand for Deteriorating Items EUROPEAN JOURNAL OF MATHEMATICAL SCIENCES Vol., No. 3, 013, 341-351 ISSN 147-551 www.ejmathsci.com Pricing Policy with Time and Price Dependent Demand for Deteriorating Items Uttam Kumar Khedlekar, Diwakar

More information

INVENTORY MODELS WITH RAMP-TYPE DEMAND FOR DETERIORATING ITEMS WITH PARTIAL BACKLOGGING AND TIME-VARING HOLDING COST

INVENTORY MODELS WITH RAMP-TYPE DEMAND FOR DETERIORATING ITEMS WITH PARTIAL BACKLOGGING AND TIME-VARING HOLDING COST Yugoslav Journal of Operations Research 24 (2014) Number 2, 249-266 DOI: 10.2298/YJOR130204033K INVENTORY MODELS WITH RAMP-TYPE DEMAND FOR DETERIORATING ITEMS WITH PARTIAL BACKLOGGING AND TIME-VARING HOLDING

More information

International Journal of Supply and Operations Management

International Journal of Supply and Operations Management International Journal of Supply and Operations Management IJSOM May 014, Volume 1, Issue 1, pp. 0-37 ISSN-Print: 383-1359 ISSN-Online: 383-55 www.ijsom.com EOQ Model for Deteriorating Items with exponential

More information

Deteriorating Items Inventory Model with Different Deterioration Rates and Shortages

Deteriorating Items Inventory Model with Different Deterioration Rates and Shortages Volume IV, Issue IX, September 5 IJLEMAS ISSN 78-5 Deteriorating Items Inventory Model with Different Deterioration Rates and Shortages Raman Patel, S.R. Sheikh Department of Statistics, Veer Narmad South

More information

U.P.B. Sci. Bull., Series D, Vol. 77, Iss. 2, 2015 ISSN

U.P.B. Sci. Bull., Series D, Vol. 77, Iss. 2, 2015 ISSN U.P.B. Sci. Bull., Series D, Vol. 77, Iss. 2, 2015 ISSN 1454-2358 A DETERMINISTIC INVENTORY MODEL WITH WEIBULL DETERIORATION RATE UNDER TRADE CREDIT PERIOD IN DEMAND DECLINING MARKET AND ALLOWABLE SHORTAGE

More information

Research Article Welfare Comparison of Leader-Follower Models in a Mixed Duopoly

Research Article Welfare Comparison of Leader-Follower Models in a Mixed Duopoly Applied Mathematics Volume 03 Article ID 307 7 pages http://dx.doi.org/0.55/03/307 Research Article Welfare Comparison of Leader-Follower Models in a Mixed Duopoly Aiyuan Tao Yingjun Zhu and Xiangqing

More information

ROLE OF INFLATION AND TRADE CREDIT IN STOCHASTIC INVENTORY MODEL

ROLE OF INFLATION AND TRADE CREDIT IN STOCHASTIC INVENTORY MODEL Global and Stochastic Analysis Vol. 4 No. 1, January (2017), 127-138 ROLE OF INFLATION AND TRADE CREDIT IN STOCHASTIC INVENTORY MODEL KHIMYA S TINANI AND DEEPA KANDPAL Abstract. At present, it is impossible

More information

Retailer s optimal order and credit policies when a supplier offers either a cash discount or a delay payment linked to order quantity

Retailer s optimal order and credit policies when a supplier offers either a cash discount or a delay payment linked to order quantity 370 European J. Industrial Engineering, Vol. 7, No. 3, 013 Retailer s optimal order and credit policies when a supplier offers either a cash discount or a delay payment linked to order quantity Chih-e

More information

Economic Order Quantity Model with Two Levels of Delayed Payment and Bad Debt

Economic Order Quantity Model with Two Levels of Delayed Payment and Bad Debt Research Journal of Applied Sciences, Engineering and echnology 4(16): 831-838, 01 ISSN: 040-7467 Maxwell Scientific Organization, 01 Submitted: March 30, 01 Accepted: March 3, 01 Published: August 15,

More information

City, University of London Institutional Repository

City, University of London Institutional Repository City Research Online City, University of London Institutional Repository Citation: Glock, C.H., Ries, J.. & Schwindl, K. (25). Ordering policy for stockdependent demand rate under progressive payment scheme:

More information

Inventory Model with Different Deterioration Rates with Shortages, Time and Price Dependent Demand under Inflation and Permissible Delay in Payments

Inventory Model with Different Deterioration Rates with Shortages, Time and Price Dependent Demand under Inflation and Permissible Delay in Payments Global Journal of Pure and Applied athematics. ISSN 0973-768 Volume 3, Number 6 (07), pp. 499-54 Research India Publications http://www.ripublication.com Inventory odel with Different Deterioration Rates

More information

An EOQ model with time dependent deterioration under discounted cash flow approach when supplier credits are linked to order quantity

An EOQ model with time dependent deterioration under discounted cash flow approach when supplier credits are linked to order quantity Control and Cybernetics vol. 36 (007) No. An EOQ model with time dependent deterioration under discounted cash flow approach when supplier credits are linked to order quantity by Bhavin J. Shah 1, Nita

More information

EOQ models for deteriorating items with two levels of market

EOQ models for deteriorating items with two levels of market Ryerson University Digital Commons @ Ryerson Theses and dissertations 1-1-211 EOQ models for deteriorating items with two levels of market Suborna Paul Ryerson University Follow this and additional works

More information

The Optimal Price and Period Control of Complete Pre-Ordered Merchandise Supply

The Optimal Price and Period Control of Complete Pre-Ordered Merchandise Supply International Journal of Operations Research International Journal of Operations Research Vol. 5, No. 4, 5 3 (008) he Optimal Price and Period Control of Complete Pre-Ordered Merchandise Supply Miao-Sheng

More information

THis paper presents a model for determining optimal allunit

THis paper presents a model for determining optimal allunit A Wholesaler s Optimal Ordering and Quantity Discount Policies for Deteriorating Items Hidefumi Kawakatsu Astract This study analyses the seller s wholesaler s decision to offer quantity discounts to the

More information

PRODUCTION-INVENTORY SYSTEM WITH FINITE PRODUCTION RATE, STOCK-DEPENDENT DEMAND, AND VARIABLE HOLDING COST. Hesham K. Alfares 1

PRODUCTION-INVENTORY SYSTEM WITH FINITE PRODUCTION RATE, STOCK-DEPENDENT DEMAND, AND VARIABLE HOLDING COST. Hesham K. Alfares 1 RAIRO-Oper. Res. 48 (2014) 135 150 DOI: 10.1051/ro/2013058 RAIRO Operations Research www.rairo-ro.org PRODUCTION-INVENTORY SYSTEM WITH FINITE PRODUCTION RATE, STOCK-DEPENDENT DEMAND, AND VARIABLE HOLDING

More information

An EOQ model with non-linear holding cost and partial backlogging under price and time dependent demand

An EOQ model with non-linear holding cost and partial backlogging under price and time dependent demand An EOQ model with non-linear holding cost and partial backlogging under price and time dependent demand Luis A. San-José IMUVA, Department of Applied Mathematics University of Valladolid, Valladolid, Spain

More information

Research Article Portfolio Selection with Subsistence Consumption Constraints and CARA Utility

Research Article Portfolio Selection with Subsistence Consumption Constraints and CARA Utility Mathematical Problems in Engineering Volume 14, Article ID 153793, 6 pages http://dx.doi.org/1.1155/14/153793 Research Article Portfolio Selection with Subsistence Consumption Constraints and CARA Utility

More information

City, University of London Institutional Repository

City, University of London Institutional Repository City Research Online City, University of London Institutional Repository Citation: Ries, J.M., Glock, C.H. & Schwindl, K. (2016). Economic ordering and payment policies under progressive payment schemes

More information

Research Article The Effect of Exit Strategy on Optimal Portfolio Selection with Birandom Returns

Research Article The Effect of Exit Strategy on Optimal Portfolio Selection with Birandom Returns Applied Mathematics Volume 2013, Article ID 236579, 6 pages http://dx.doi.org/10.1155/2013/236579 Research Article The Effect of Exit Strategy on Optimal Portfolio Selection with Birandom Returns Guohua

More information

Handout 8: Introduction to Stochastic Dynamic Programming. 2 Examples of Stochastic Dynamic Programming Problems

Handout 8: Introduction to Stochastic Dynamic Programming. 2 Examples of Stochastic Dynamic Programming Problems SEEM 3470: Dynamic Optimization and Applications 2013 14 Second Term Handout 8: Introduction to Stochastic Dynamic Programming Instructor: Shiqian Ma March 10, 2014 Suggested Reading: Chapter 1 of Bertsekas,

More information

Research Article A Novel Machine Learning Strategy Based on Two-Dimensional Numerical Models in Financial Engineering

Research Article A Novel Machine Learning Strategy Based on Two-Dimensional Numerical Models in Financial Engineering Mathematical Problems in Engineering Volume 2013, Article ID 659809, 6 pages http://dx.doi.org/10.1155/2013/659809 Research Article A Novel Machine Learning Strategy Based on Two-Dimensional Numerical

More information

A Dynamic Lot Size Model for Seasonal Products with Shipment Scheduling

A Dynamic Lot Size Model for Seasonal Products with Shipment Scheduling The 7th International Symposium on Operations Research and Its Applications (ISORA 08) Lijiang, China, October 31 Novemver 3, 2008 Copyright 2008 ORSC & APORC, pp. 303 310 A Dynamic Lot Size Model for

More information

THE OPTIMAL ASSET ALLOCATION PROBLEMFOR AN INVESTOR THROUGH UTILITY MAXIMIZATION

THE OPTIMAL ASSET ALLOCATION PROBLEMFOR AN INVESTOR THROUGH UTILITY MAXIMIZATION THE OPTIMAL ASSET ALLOCATION PROBLEMFOR AN INVESTOR THROUGH UTILITY MAXIMIZATION SILAS A. IHEDIOHA 1, BRIGHT O. OSU 2 1 Department of Mathematics, Plateau State University, Bokkos, P. M. B. 2012, Jos,

More information

Research Article An Equilibrium Model of Interbank Networks Based on Variational Inequalities

Research Article An Equilibrium Model of Interbank Networks Based on Variational Inequalities Advances in Mathematical Physics Volume 2013, Article ID 175232, 5 pages http://dx.doi.org/10.1155/2013/175232 Research Article An Equilibrium Model of Interbank Networks Based on Variational Inequalities

More information

Forecast Horizons for Production Planning with Stochastic Demand

Forecast Horizons for Production Planning with Stochastic Demand Forecast Horizons for Production Planning with Stochastic Demand Alfredo Garcia and Robert L. Smith Department of Industrial and Operations Engineering Universityof Michigan, Ann Arbor MI 48109 December

More information

Inventory Modeling for Deteriorating Imperfect Quality Items with Selling Price Dependent Demand and Shortage Backordering under Credit Financing

Inventory Modeling for Deteriorating Imperfect Quality Items with Selling Price Dependent Demand and Shortage Backordering under Credit Financing Inventory Modeling for Deteriorating Imperfect uality Items with Selling Price Dependent Demand and Shortage Backordering under Credit Financing Aditi Khanna 1, Prerna Gautam 2, Chandra K. Jaggi 3* Department

More information

Optimal inventory model with single item under various demand conditions

Optimal inventory model with single item under various demand conditions Optimal inventory model wit single item under various demand conditions S. Barik, S.K. Paikray, S. Misra 3, Boina nil Kumar 4,. K. Misra 5 Researc Scolar, Department of Matematics, DRIEMS, angi, Cuttack,

More information

Research Article On the Classification of Lattices Over Q( 3) Which Are Even Unimodular Z-Lattices of Rank 32

Research Article On the Classification of Lattices Over Q( 3) Which Are Even Unimodular Z-Lattices of Rank 32 International Mathematics and Mathematical Sciences Volume 013, Article ID 837080, 4 pages http://dx.doi.org/10.1155/013/837080 Research Article On the Classification of Lattices Over Q( 3) Which Are Even

More information

An Analytical Inventory Model for Exponentially Decaying Items under the Sales Promotional Scheme

An Analytical Inventory Model for Exponentially Decaying Items under the Sales Promotional Scheme ISSN 4-696 (Paper) ISSN 5-58 (online) Vol.5, No., 5 An Analytical Inventory Model for Exponentially Decaying Items under the Sales Promotional Scheme Dr. Chirag Jitendrabhai Trivedi Head & Asso. Prof.

More information

An EOQ Model with Parabolic Demand Rate and Time Varying Selling Price

An EOQ Model with Parabolic Demand Rate and Time Varying Selling Price Annals of Pure and Applied Mathematis Vol.,.,, 3-43 ISSN: 79-87X (P),79-888(online) Published on 5 September www.researhmathsi.org Annals of An EOQ Model with Paraboli Demand Rate and ime Varying Selling

More information

Research Article EOQ Model for Deteriorating Items with Stock-Level-Dependent Demand Rate and Order-Quantity-Dependent Trade Credit

Research Article EOQ Model for Deteriorating Items with Stock-Level-Dependent Demand Rate and Order-Quantity-Dependent Trade Credit Mathematical Problems in Engineering, Article I 962128, 14 pages http://dx.doi.org/10.1155/2014/962128 Research Article EOQ Model for eteriorating Items with Stock-Level-ependent emand Rate and Order-Quantity-ependent

More information

Research Article A Mathematical Model of Communication with Reputational Concerns

Research Article A Mathematical Model of Communication with Reputational Concerns Discrete Dynamics in Nature and Society Volume 06, Article ID 650704, 6 pages http://dx.doi.org/0.55/06/650704 Research Article A Mathematical Model of Communication with Reputational Concerns Ce Huang,

More information

Analysis of a Quantity-Flexibility Supply Contract with Postponement Strategy

Analysis of a Quantity-Flexibility Supply Contract with Postponement Strategy Analysis of a Quantity-Flexibility Supply Contract with Postponement Strategy Zhen Li 1 Zhaotong Lian 1 Wenhui Zhou 2 1. Faculty of Business Administration, University of Macau, Macau SAR, China 2. School

More information

EOQ models for perishable items under stock dependent selling rate

EOQ models for perishable items under stock dependent selling rate Theory and Methodology EOQ models for perishable items under stock dependent selling rate G. Padmanabhan a, Prem Vrat b,, a Department of Mechanical Engineering, S.V.U. College of Engineering, Tirupati

More information

Youngrok Lee and Jaesung Lee

Youngrok Lee and Jaesung Lee orean J. Math. 3 015, No. 1, pp. 81 91 http://dx.doi.org/10.11568/kjm.015.3.1.81 LOCAL VOLATILITY FOR QUANTO OPTION PRICES WITH STOCHASTIC INTEREST RATES Youngrok Lee and Jaesung Lee Abstract. This paper

More information

Minimizing the Discounted Average Cost Under Continuous Compounding in the EOQ Models with a Regular Product and a Perishable Product

Minimizing the Discounted Average Cost Under Continuous Compounding in the EOQ Models with a Regular Product and a Perishable Product American Journal of Operations Management and Information Systems 2018; 3(2): 52-60 http://www.sciencepublishinggroup.com/j/ajomis doi: 10.11648/j.ajomis.20180302.13 ISSN: 2578-8302 (Print); ISSN: 2578-8310

More information

Chapter 9 Dynamic Models of Investment

Chapter 9 Dynamic Models of Investment George Alogoskoufis, Dynamic Macroeconomic Theory, 2015 Chapter 9 Dynamic Models of Investment In this chapter we present the main neoclassical model of investment, under convex adjustment costs. This

More information

Optimal Policies of Newsvendor Model Under Inventory-Dependent Demand Ting GAO * and Tao-feng YE

Optimal Policies of Newsvendor Model Under Inventory-Dependent Demand Ting GAO * and Tao-feng YE 207 2 nd International Conference on Education, Management and Systems Engineering (EMSE 207 ISBN: 978--60595-466-0 Optimal Policies of Newsvendor Model Under Inventory-Dependent Demand Ting GO * and Tao-feng

More information

Pricing in a two-echelon supply chain with different market powers: game theory approaches

Pricing in a two-echelon supply chain with different market powers: game theory approaches J Ind Eng Int (2016) 12:119 135 DOI 10.1007/s40092-015-0135-5 ORIGINAL RESEARCH Pricing in a two-echelon supply chain with different market powers: game theory approaches Afshin Esmaeilzadeh 1 Ata Allah

More information

Chapter 5 Inventory model with stock-dependent demand rate variable ordering cost and variable holding cost

Chapter 5 Inventory model with stock-dependent demand rate variable ordering cost and variable holding cost Chapter 5 Inventory model with stock-dependent demand rate variable ordering cost and variable holding cost 61 5.1 Abstract Inventory models in which the demand rate depends on the inventory level are

More information

Optimal Production-Inventory Policy under Energy Buy-Back Program

Optimal Production-Inventory Policy under Energy Buy-Back Program The inth International Symposium on Operations Research and Its Applications (ISORA 10) Chengdu-Jiuzhaigou, China, August 19 23, 2010 Copyright 2010 ORSC & APORC, pp. 526 532 Optimal Production-Inventory

More information

Valuation of Exit Strategy under Decaying Abandonment Value

Valuation of Exit Strategy under Decaying Abandonment Value Communications in Mathematical Finance, vol. 4, no., 05, 3-4 ISSN: 4-95X (print version), 4-968 (online) Scienpress Ltd, 05 Valuation of Exit Strategy under Decaying Abandonment Value Ming-Long Wang and

More information

Infinite Horizon Optimal Policy for an Inventory System with Two Types of Products sharing Common Hardware Platforms

Infinite Horizon Optimal Policy for an Inventory System with Two Types of Products sharing Common Hardware Platforms Infinite Horizon Optimal Policy for an Inventory System with Two Types of Products sharing Common Hardware Platforms Mabel C. Chou, Chee-Khian Sim, Xue-Ming Yuan October 19, 2016 Abstract We consider a

More information

Fuzzy EOQ Model for Time-Deteriorating Items Using Penalty Cost

Fuzzy EOQ Model for Time-Deteriorating Items Using Penalty Cost merican Journal of Operational Research 6 6(: -8 OI:.59/j.ajor.66. Fuzzy EOQ Moel for ime-eteriorating Items Using Penalty ost Nalini Prava Behera Praip Kumar ripathy epartment of Statistics Utkal University

More information

ROBUST OPTIMIZATION OF MULTI-PERIOD PRODUCTION PLANNING UNDER DEMAND UNCERTAINTY. A. Ben-Tal, B. Golany and M. Rozenblit

ROBUST OPTIMIZATION OF MULTI-PERIOD PRODUCTION PLANNING UNDER DEMAND UNCERTAINTY. A. Ben-Tal, B. Golany and M. Rozenblit ROBUST OPTIMIZATION OF MULTI-PERIOD PRODUCTION PLANNING UNDER DEMAND UNCERTAINTY A. Ben-Tal, B. Golany and M. Rozenblit Faculty of Industrial Engineering and Management, Technion, Haifa 32000, Israel ABSTRACT

More information

OPTIMAL PORTFOLIO CONTROL WITH TRADING STRATEGIES OF FINITE

OPTIMAL PORTFOLIO CONTROL WITH TRADING STRATEGIES OF FINITE Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference 005 Seville, Spain, December 1-15, 005 WeA11.6 OPTIMAL PORTFOLIO CONTROL WITH TRADING STRATEGIES OF

More information

A Markov decision model for optimising economic production lot size under stochastic demand

A Markov decision model for optimising economic production lot size under stochastic demand Volume 26 (1) pp. 45 52 http://www.orssa.org.za ORiON IN 0529-191-X c 2010 A Markov decision model for optimising economic production lot size under stochastic demand Paul Kizito Mubiru Received: 2 October

More information

Extend (r, Q) Inventory Model Under Lead Time and Ordering Cost Reductions When the Receiving Quantity is Different from the Ordered Quantity

Extend (r, Q) Inventory Model Under Lead Time and Ordering Cost Reductions When the Receiving Quantity is Different from the Ordered Quantity Quality & Quantity 38: 771 786, 2004. 2004 Kluwer Academic Publishers. Printed in the Netherlands. 771 Extend (r, Q) Inventory Model Under Lead Time and Ordering Cost Reductions When the Receiving Quantity

More information

E-companion to Coordinating Inventory Control and Pricing Strategies for Perishable Products

E-companion to Coordinating Inventory Control and Pricing Strategies for Perishable Products E-companion to Coordinating Inventory Control and Pricing Strategies for Perishable Products Xin Chen International Center of Management Science and Engineering Nanjing University, Nanjing 210093, China,

More information

Optimal Long-Term Supply Contracts with Asymmetric Demand Information. Appendix

Optimal Long-Term Supply Contracts with Asymmetric Demand Information. Appendix Optimal Long-Term Supply Contracts with Asymmetric Demand Information Ilan Lobel Appendix Wenqiang iao {ilobel, wxiao}@stern.nyu.edu Stern School of Business, New York University Appendix A: Proofs Proof

More information

A Newsvendor Model with Initial Inventory and Two Salvage Opportunities

A Newsvendor Model with Initial Inventory and Two Salvage Opportunities A Newsvendor Model with Initial Inventory and Two Salvage Opportunities Ali CHEAITOU Euromed Management Marseille, 13288, France Christian VAN DELFT HEC School of Management, Paris (GREGHEC) Jouys-en-Josas,

More information

A PRODUCTION MODEL FOR A FLEXIBLE PRODUCTION SYSTEM AND PRODUCTS WITH SHORT SELLING SEASON

A PRODUCTION MODEL FOR A FLEXIBLE PRODUCTION SYSTEM AND PRODUCTS WITH SHORT SELLING SEASON A PRODUCTION MODEL FOR A FLEXIBLE PRODUCTION SYSTEM AND PRODUCTS WITH SHORT SELLING SEASON MOUTAZ KHOUJA AND ABRAHAM MEHREZ Received 12 June 2004 We address a practical problem faced by many firms. The

More information

Dynamic - Cash Flow Based - Inventory Management

Dynamic - Cash Flow Based - Inventory Management INFORMS Applied Probability Society Conference 2013 -Costa Rica Meeting Dynamic - Cash Flow Based - Inventory Management Michael N. Katehakis Rutgers University July 15, 2013 Talk based on joint work with

More information

An EOQ model for perishable products with discounted selling price and stock dependent demand

An EOQ model for perishable products with discounted selling price and stock dependent demand CEJOR DOI 10.1007/s10100-008-0073-z ORIGINAL PAPER An EOQ model for perishale products with discounted selling price and stock dependent demand S. Panda S. Saha M. Basu Springer-Verlag 2008 Astract A single

More information

Optimization of Fuzzy Production and Financial Investment Planning Problems

Optimization of Fuzzy Production and Financial Investment Planning Problems Journal of Uncertain Systems Vol.8, No.2, pp.101-108, 2014 Online at: www.jus.org.uk Optimization of Fuzzy Production and Financial Investment Planning Problems Man Xu College of Mathematics & Computer

More information

A MATHEMATICAL PROGRAMMING APPROACH TO ANALYZE THE ACTIVITY-BASED COSTING PRODUCT-MIX DECISION WITH CAPACITY EXPANSIONS

A MATHEMATICAL PROGRAMMING APPROACH TO ANALYZE THE ACTIVITY-BASED COSTING PRODUCT-MIX DECISION WITH CAPACITY EXPANSIONS A MATHEMATICAL PROGRAMMING APPROACH TO ANALYZE THE ACTIVITY-BASED COSTING PRODUCT-MIX DECISION WITH CAPACITY EXPANSIONS Wen-Hsien Tsai and Thomas W. Lin ABSTRACT In recent years, Activity-Based Costing

More information

Research Article Options Procurement Policy for Option Contracts with Supply and Spot Market Uncertainty

Research Article Options Procurement Policy for Option Contracts with Supply and Spot Market Uncertainty Discrete Dynamics in ature and Society, Article ID 906739, 7 pages http://dx.doi.org/10.1155/2014/906739 Research Article Options Procurement Policy for Option Contracts with Supply and Spot Market Uncertainty

More information

Research Article Two-Level Credit Financing for Noninstantaneous Deterioration Items in a Supply Chain with Downstream Credit-Linked Demand

Research Article Two-Level Credit Financing for Noninstantaneous Deterioration Items in a Supply Chain with Downstream Credit-Linked Demand Discrete Dynamics in Nature and Society Volume 13, Article ID 917958, pages http://dx.doi.org/1.1155/13/917958 Research Article wo-level Credit Financing for Noninstantaneous Deterioration Items in a Supply

More information

International Journal of Pure and Applied Sciences and Technology

International Journal of Pure and Applied Sciences and Technology Int.. Pure Appl. Sci. Tecnol., 17(1) (2013), pp. 60-83 International ournal of Pure and Applied Sciences and Tecnology ISSN 2229-6107 Available online at www.ijopaasat.in Researc Paper Optimal Pricing

More information

Supply Chains: Planning with Dynamic Demand

Supply Chains: Planning with Dynamic Demand Department of Industrial Engineering Supply Chains: Planning with Dynamic Demand Jayant Rajgopal, Ph.D., P.E. Department of Industrial Engineering University of Pittsburgh Pittsburgh, PA 15261 PRODUCTION

More information

e-companion ONLY AVAILABLE IN ELECTRONIC FORM

e-companion ONLY AVAILABLE IN ELECTRONIC FORM OPERATIONS RESEARCH doi 1.1287/opre.11.864ec e-companion ONLY AVAILABLE IN ELECTRONIC FORM informs 21 INFORMS Electronic Companion Risk Analysis of Collateralized Debt Obligations by Kay Giesecke and Baeho

More information

Optimal credit period and lot size for deteriorating items with expiration dates under two-level trade credit financing and backorder

Optimal credit period and lot size for deteriorating items with expiration dates under two-level trade credit financing and backorder Journal of Industrial and Systems Engineering Vol., No. 4, pp. -8 Autumn (November) 08 Optimal credit period and lot size for deteriorating items with expiration dates under two-level trade credit financing

More information

Decision Models for a Two-stage Supply Chain Planning under Uncertainty with Time-Sensitive Shortages and Real Option Approach.

Decision Models for a Two-stage Supply Chain Planning under Uncertainty with Time-Sensitive Shortages and Real Option Approach. Decision Models for a Two-stage Supply Chain Planning under Uncertainty with Time-Sensitive Shortages and Real Option Approach by Hwansik Lee A dissertation submitted to the Graduate Faculty of Auburn

More information

JOINT PRODUCTION AND ECONOMIC RETENTION QUANTITY DECISIONS IN CAPACITATED PRODUCTION SYSTEMS SERVING MULTIPLE MARKET SEGMENTS.

JOINT PRODUCTION AND ECONOMIC RETENTION QUANTITY DECISIONS IN CAPACITATED PRODUCTION SYSTEMS SERVING MULTIPLE MARKET SEGMENTS. JOINT PRODUCTION AND ECONOMIC RETENTION QUANTITY DECISIONS IN CAPACITATED PRODUCTION SYSTEMS SERVING MULTIPLE MARKET SEGMENTS A Thesis by ABHILASHA KATARIYA Submitted to the Office of Graduate Studies

More information

IE652 - Chapter 6. Stochastic Inventory Models

IE652 - Chapter 6. Stochastic Inventory Models IE652 - Chapter 6 Stochastic Inventory Models Single Period Stochastic Model (News-boy Model) The problem relates to seasonal goods A typical example is a newsboy who buys news papers from a news paper

More information

Equivalence between Semimartingales and Itô Processes

Equivalence between Semimartingales and Itô Processes International Journal of Mathematical Analysis Vol. 9, 215, no. 16, 787-791 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/1.12988/ijma.215.411358 Equivalence between Semimartingales and Itô Processes

More information

1 The EOQ and Extensions

1 The EOQ and Extensions IEOR4000: Production Management Lecture 2 Professor Guillermo Gallego September 16, 2003 Lecture Plan 1. The EOQ and Extensions 2. Multi-Item EOQ Model 1 The EOQ and Extensions We have explored some of

More information

Option Pricing under Delay Geometric Brownian Motion with Regime Switching

Option Pricing under Delay Geometric Brownian Motion with Regime Switching Science Journal of Applied Mathematics and Statistics 2016; 4(6): 263-268 http://www.sciencepublishinggroup.com/j/sjams doi: 10.11648/j.sjams.20160406.13 ISSN: 2376-9491 (Print); ISSN: 2376-9513 (Online)

More information

Inventory Models for Special Cases: Multiple Items & Locations

Inventory Models for Special Cases: Multiple Items & Locations CTL.SC1x -Supply Chain & Logistics Fundamentals Inventory Models for Special Cases: Multiple Items & Locations MIT Center for Transportation & Logistics Agenda Inventory Policies for Multiple Items Grouping

More information

The Actuary Pricing of an Innovative Housing Mortgage Insurance

The Actuary Pricing of an Innovative Housing Mortgage Insurance Progress in Applied Mathematics Vol., No.,, pp. 73-77 DOI:.3968/j.pam.9558.Z4 ISSN 95-5X [Print] ISSN 95-58 [Online] www.cscanada.net www.cscanada.org he Actuary Pricing of an Innovative Housing Mortgage

More information

A Simple Method for Solving Multiperiod Mean-Variance Asset-Liability Management Problem

A Simple Method for Solving Multiperiod Mean-Variance Asset-Liability Management Problem Available online at wwwsciencedirectcom Procedia Engineering 3 () 387 39 Power Electronics and Engineering Application A Simple Method for Solving Multiperiod Mean-Variance Asset-Liability Management Problem

More information

Inflation in Brusov Filatova Orekhova Theory and in its Perpetuity Limit Modigliani Miller Theory

Inflation in Brusov Filatova Orekhova Theory and in its Perpetuity Limit Modigliani Miller Theory Journal of Reviews on Global Economics, 2014, 3, 175-185 175 Inflation in Brusov Filatova Orekhova Theory and in its Perpetuity Limit Modigliani Miller Theory Peter N. Brusov 1,, Tatiana Filatova 2 and

More information

P. Manju Priya 1, M.Phil Scholar. G. Michael Rosario 2, Associate Professor , Tamil Nadu, INDIA)

P. Manju Priya 1, M.Phil Scholar. G. Michael Rosario 2, Associate Professor , Tamil Nadu, INDIA) International Journal of Computational an Applie Mathematics. ISSN 89-4966 Volume, Number (07 Research Inia Publications http://www.ripublication.com AN ORDERING POLICY UNDER WO-LEVEL RADE CREDI POLICY

More information

Evaluation of Cost Balancing Policies in Multi-Echelon Stochastic Inventory Control Problems. Qian Yu

Evaluation of Cost Balancing Policies in Multi-Echelon Stochastic Inventory Control Problems. Qian Yu Evaluation of Cost Balancing Policies in Multi-Echelon Stochastic Inventory Control Problems by Qian Yu B.Sc, Applied Mathematics, National University of Singapore(2008) Submitted to the School of Engineering

More information

Government Debt, the Real Interest Rate, Growth and External Balance in a Small Open Economy

Government Debt, the Real Interest Rate, Growth and External Balance in a Small Open Economy Government Debt, the Real Interest Rate, Growth and External Balance in a Small Open Economy George Alogoskoufis* Athens University of Economics and Business September 2012 Abstract This paper examines

More information

Mathematical Modeling, Lecture 1

Mathematical Modeling, Lecture 1 Mathematical Modeling, Lecture 1 Gudrun Gudmundsdottir January 22 2014 Some practical issues A lecture each wednesday 10.15 12.00, with some exceptions Text book: Meerschaert We go through the text and

More information

Review. ESD.260 Fall 2003

Review. ESD.260 Fall 2003 Review ESD.260 Fall 2003 1 Demand Forecasting 2 Accuracy and Bias Measures 1. Forecast Error: e t = D t -F t 2. Mean Deviation: MD = 3. Mean Absolute Deviation 4. Mean Squared Error: 5. Root Mean Squared

More information

A Newsvendor Model with Initial Inventory and Two Salvage Opportunities

A Newsvendor Model with Initial Inventory and Two Salvage Opportunities A Newsvendor Model with Initial Inventory and Two Salvage Opportunities Ali Cheaitou Euromed Management Domaine de Luminy BP 921, 13288 Marseille Cedex 9, France Fax +33() 491 827 983 E-mail: ali.cheaitou@euromed-management.com

More information

,,, be any other strategy for selling items. It yields no more revenue than, based on the

,,, be any other strategy for selling items. It yields no more revenue than, based on the ONLINE SUPPLEMENT Appendix 1: Proofs for all Propositions and Corollaries Proof of Proposition 1 Proposition 1: For all 1,2,,, if, is a non-increasing function with respect to (henceforth referred to as

More information

Options. An Undergraduate Introduction to Financial Mathematics. J. Robert Buchanan. J. Robert Buchanan Options

Options. An Undergraduate Introduction to Financial Mathematics. J. Robert Buchanan. J. Robert Buchanan Options Options An Undergraduate Introduction to Financial Mathematics J. Robert Buchanan 2014 Definitions and Terminology Definition An option is the right, but not the obligation, to buy or sell a security such

More information

EE266 Homework 5 Solutions

EE266 Homework 5 Solutions EE, Spring 15-1 Professor S. Lall EE Homework 5 Solutions 1. A refined inventory model. In this problem we consider an inventory model that is more refined than the one you ve seen in the lectures. The

More information

The Capital Asset Pricing Model as a corollary of the Black Scholes model

The Capital Asset Pricing Model as a corollary of the Black Scholes model he Capital Asset Pricing Model as a corollary of the Black Scholes model Vladimir Vovk he Game-heoretic Probability and Finance Project Working Paper #39 September 6, 011 Project web site: http://www.probabilityandfinance.com

More information

Dynamic Replication of Non-Maturing Assets and Liabilities

Dynamic Replication of Non-Maturing Assets and Liabilities Dynamic Replication of Non-Maturing Assets and Liabilities Michael Schürle Institute for Operations Research and Computational Finance, University of St. Gallen, Bodanstr. 6, CH-9000 St. Gallen, Switzerland

More information

Math Models of OR: More on Equipment Replacement

Math Models of OR: More on Equipment Replacement Math Models of OR: More on Equipment Replacement John E. Mitchell Department of Mathematical Sciences RPI, Troy, NY 12180 USA December 2018 Mitchell More on Equipment Replacement 1 / 9 Equipment replacement

More information

Approximate Revenue Maximization with Multiple Items

Approximate Revenue Maximization with Multiple Items Approximate Revenue Maximization with Multiple Items Nir Shabbat - 05305311 December 5, 2012 Introduction The paper I read is called Approximate Revenue Maximization with Multiple Items by Sergiu Hart

More information

Credit Risk and Underlying Asset Risk *

Credit Risk and Underlying Asset Risk * Seoul Journal of Business Volume 4, Number (December 018) Credit Risk and Underlying Asset Risk * JONG-RYONG LEE **1) Kangwon National University Gangwondo, Korea Abstract This paper develops the credit

More information