风险中性零售商的合作广告策略与订货模型

考虑了由一个制造商与一个零售商构成的单期二阶段供应链是否进行合作广告的博弈问题.面对市场需求的不确定性,零售商从制造商处订购报童类型产品销售给消费者,零售商具有风险中性的行为特征.通过不合作广告与合作广告两种情形,制造商与零售商进Stackelberg主从博弈,得到了均衡解,比较后发现,合作广告下的最优解及利润总是优于不合作广告下的最优解和利润,告诉了上下游企业采用合作广告的广告策略.最后,通过数值算例,给出了需求敏感系数对最优决策的影响,同时也论证了有关结论.     

不确定情况下逆向供应链的协作与定价策略研究

基于单一制造商和单一零售商构成的逆向供应链系统,应用博弈理论和模糊理论对逆向供应链的协作与定价策略进行了研究.针对回收产品价格的不确定性,将回收价格看作是三角模糊数,采用Chen与H sieh提出的梯级平均综合表示法确定模糊回收价格的解模糊值,由此,建立非合作博弈模型和合作博弈模型,并给出均衡条件下制造商和零售商各自的回收价格策略.最后,举例说明了该方法的有效性.     

Supply chain coordination through integration of innovation effort and advertising support

This study integrates firms’ innovation and advertising decisions in a two-echelon supply chain, where a monopoly manufacturer sells products to ultimate consumers through an autonomous retailer. Considering that both innovation and advertising contribute to the product demand, we first investigate the optimal equilibriums of channel members under two different game structures: the non-cooperative and cooperative. In the non-cooperative structure, the manufacturer controls the innovation effort and wholesale price while the retailer controls the advertising rate and retail pricing. In the cooperative structure, the manufacturer agrees to share part of retailer’s advertising expenditure. We find that both the optimal operation and marketing decisions are sensitive to effects of innovation and advertising on demand as well as the manufacturer’s cost reduction coefficient due to innovation. Further, we find that the manufacturer always prefers cooperation. Meanwhile, only when the firms’ investments significantly contribute to the market mechanism, does the retailer have incentive to implement a cooperative program. In addition, we further propose a new two-way subsidy policy to coordinate channel members’ business functions.     

Coordinating advertising and pricing in a manufacturer–retailer channel

Cooperative advertising is a practice that a manufacturer pays retailers a portion of the local advertising cost in order to induce sales. Cooperative advertising plays a significant role in marketing programs of channel members. Nevertheless, most studies to date on cooperative advertising have assumed that the market demand is only influenced by advertising expenditures but not by retail price. This paper addresses channel coordination by seeking optimal cooperative advertising strategies and equilibrium pricing in a two-member distribution channel. We establish and compare two models: a non-cooperative, leader–follower game and a cooperative game. We develop propositions and insights from the comparison of these models. The cooperative model achieves better coordination by generating higher channel-wide profits than the non-cooperative model with these features: (a) the retailer price is lower to consumers; and (b) the advertising efforts are higher for all channel members. We identify the feasible solutions to a bargaining problem where the channel members can determine how to divide the extra profits.     

产能限制下单向替代产品供应链生产、订货与定价研究

考虑一个产能受限的制造商和一个零售商组成的二级供应链上供需双方信息不完全对称的情景,研究具有单向替代的两种产品生产、订货及响应性定价的供应链决策问题,把问题建立成一个三阶段博弈模型。理论分析得出不同条件下制造商的最优产量及零售商的最优订货和定价决策。通过算例验证了供应链上的最优决策及其条件,灵敏度分析表明制造商产能、潜在市场需求及其方差、替代品的价格敏感系数在一定范围内增大有利于供应链系统及各成员利润增加,被替代产品的价格敏感系数增大可能会导致供应链及制造商利润下降。     

Wholesale pricing and evolutionarily stable strategies of retailers with imperfectly observable objective

This paper develops a one-population (indirect) evolutionary game model of a supply chain with one manufacturer/supplier and many (a sufficiently large number of) retailers to study how the retailer’s marketing objective depends on the wholesale price, its observability, the error probability of the observed result on the rival’s preference, the market scale and the retailer’s bargaining power. This paper also presents an algorithm for computing the optimal wholesale price of the manufacturer. We find that the profit (revenue) maximization behavior is an evolutionarily stable marketing strategy if the wholesale price is sufficiently high (low). Given an appropriate wholesale price, the revenue maximization behavior coexists with the profit maximization behavior in the retailers’ population. The larger the market scale, the stronger the motivation of the retailer to take profit maximization behavior due to a higher wholesale price. The cross effects of the retailer’s reservation payoff and the other factors should be considered in the decision process.     

公平偏好下基于回购契约的供应链协调模型

在报童模型的基础上,以一个供应商和一个零售商组成的两级供应链为研究背景,把公平关切引入到回购契约的研究中,并根据Nash讨价还价博弈思想建立公平偏好框架,通过建立效用函数模型,研究了公平关切对回购契约的影响．研究发现,公平关切不会影响回购契约的协调性,公平关切程度也不会影响零售商的最优订购量,进而可以得出,即使供应商在不知道零售商对公平偏好的程度下,依然可以通过制定合适的批发价格和回购价格来做出使自己效用最大化的最优决策．另外,通过灵敏度分析发现,在公平关切时,零售商的最优订购量会随着产品单位生产成本的增加而增加．     

考虑供应商服务与零售商退货的定价博弈分析

研究由一个供应商和一个零售商组成的二级供应链,由供应商提供产品服务,零售商制定产品零售价,在一个销售周期结束后存在零售商向供应商的退货,退货产生的物流成本由零售商与供应商通过博弈的方式共同分担.基于博弈理论,建立了供应商和零售商以各自利润最大化为目标,以服务水平、零售价和退货为主要影响因素的Nash和Stackelberg博弈.采用数值方法,对这两个博弈进行了求解.得到供应商为零售商分担退货物流成本最优比例、供应商最优服务水平和零售商最优定价策略.研究表明,Nash博弈时的解是唯一的,此时供应商不会分担退货物流成本;Stackelberg博弈时,供应商分担退货物流成本比例依据批发价大小而定.     

Nash game model for optimizing market strategies,configuration of platform products in a Vendor Managed Inventory (VMI) supply chain for a product family

This paper discusses how a manufacturer and its retailers interact with each other to optimize their product marketing strategies, platform product configuration and inventory policies in a VMI (Vendor Managed Inventory) supply chain. The manufacturer procures raw materials from multiple suppliers to produce a family of products sold to multiple retailers. Multiple types of products are substitutable each other to end customers. The manufacturer makes its decision on raw materials’ procurement, platform product configuration, product replenishment policies to retailers with VMI, price discount rate, and advertising investment to maximize its profit. Retailers in turn consider the optimal local advertising investments and retail prices to maximize their profits. This problem is modeled as a dual simultaneous non-cooperative game (as a dual Nash game) model with two sub-games. One is between the retailers serving in competing retail markets and the other is between the manufacturer and the retailers. This paper combines analytical, iterative and GA (genetic algorithm) methods to develop a game solution algorithm to find the Nash equilibrium. A numerical example is conducted to test the proposed model and algorithm, and gain managerial implications.     

A stochastic periodic review integrated inventory model involving defective items, backorder price discount, and variable lead time

The purpose of this article is to investigate a stochastic integrated supplier-retailer inventory problem. The model analyzed in this article explores the problem of the protection interval, the backorder price discount, the lead time, and the numbers of shipments from the supplier to the retailer in one production run as control variables to widen applications for an integrated periodic review inventory model. We consider the situation in which the supplier and the retailer establish a long-term strategic partnership and contract to jointly determine the best strategy. We assume that the protection interval demand follows a normal distribution. Our objective is to determine the optimal review period, the optimal backorder price discount, the optimal lead time, and the optimal number of shipments from the supplier to the retailer in one production run, so that the joint expected annual total cost incurred has the minimum value. Furthermore, an algorithm of finding the optimal solution is developed. Also, the sensitivity analysis included and a numerical example is given to illustrate the results of the proposed model.     

政府规制下不同市场力量主导的CLSC决策

为了研究不同市场力量主导下电器电子产品闭环供应链(CLSC)决策的差异以及政府规制对决策的影响,在政府规制和无政府规制下建立由制造商、销售商和消费者构成的闭环供应链模型,并分别在制造商和销售商主导市场的情形下,基于博弈方法求得政府最优规制工具、CLSC各成员的最优经营策略和利润以及社会福利。结果表明:无论政府规制与否,不同市场力量主导不会影响销售价、再生利用率和政府规制工具的制定,也不会影响社会福利,但会影响批发价和回收价决策以及各成员的利润,并且当制造商主导市场时批发价更高,销售商主导市场时回收价更高。制造商和销售商通常都在自己主导市场时利润最大。此外,无论市场主导力量是制造商还是销售商,政府规制都将提高批发价和销售价,且当再生利用率指标不高于制造商的最优再生利用率时,政府规制一般都有助于提高回收价以及各成员的利润。     

不同博弈框架下多竞争零售商的双渠道供应链定价决策研究

在Bertrand竞争、Stackelberg竞争及集中决策下,研究由单制造商与多竞争零售商组成的双渠道供应链的定价决策问题。运用两阶段优化技术、博弈论及矩阵论,讨论了多竞争零售商与单制造商在价格方面相互竞争的问题,给出不同市场竞争模式及集中决策下供应链成员的博弈均衡解。对比不同博弈框架及集中决策下供应链成员的定价决策,通过数值实验分析了价格敏感度及零售商个数对最优定价决策和最大利润影响,给出一些管理学理论与见解,为双渠道供应链中各成员的管理者制定最优决策提供理论支持。     

基于Backroom Effect的生鲜品零售库存决策优化

本文基于传统的Backroom Effect,考虑生鲜品零售中普遍存在的现象——仓库较之货架具有更为优越的腐损控制和保鲜能力,重新定义了仓库在保管生鲜品过程中存在的数量与保鲜方面的双重Backroom Effect。基于此,面向生鲜品零售商,研究包括仓库-货架补给决策以及订货补给的库存决策优化问题,并利用数值算例剖析了Backroom Effect下,货架与仓库存在的腐损率差异对零售商库存决策和相应利润的影响。文章的主要结论包括:生鲜零售商应在零售库存决策中充分考虑Backroom Effect的影响,借助其提高生鲜品的最优订货量,从而带来单位时间平均利润的提升;随着Backroom Effect效果的提升,零售商的最优订货量和对应的平均利润也随之增加;不同品类的生鲜品对Backroom Effect的敏感程度不同,零售商在进行仓库保鲜投资时应优先投资更易腐损且具有更高边际利润的生鲜品品种。     

Two warehouse inventory models for single vendor multiple retailers with price and stock dependent demand

Here a single vendor multiple retailer inventory model of an item is developed where demand of the item at every retailer is linearly dependent on stock and inversely on some powers of selling price. Item is produced by the vendor and is distributed to the retailers following basic period policy. According to this policy item is replenished to the retailers at a regular time interval (T₁) called basic period (BP) and replenishment quantity is sufficient to last for the period T₁. Due to the scarcity of storage space at market places, every retailer uses a showroom at the market place and a warehouse to store the item, little away from the market place. Item is sold from the showroom and is filled up from the warehouse in a bulk release pattern. Some of the inventory parameters are considered as fuzzy in nature and model is formulated to maximize the average profit from the whole system. Imprecise objective is transformed to equivalent deterministic ones using possibility/necessity measure of fuzzy events with some degree of optimism/pessimism. A genetic algorithm (GA) is developed with roulette wheel selection, arithmetic crossover and random mutation and is used to solve the model. In some complex cases, with the help of above GA, fuzzy simulation process is used to derive the optimal decision. The model is illustrated through numerical examples and some sensitivity analyses are presented.     

双渠道闭环供应链的三种回收模式的建模分析

针对生产商负责网上直销、零售商负责网下零售、且具有回收再制造功能的双渠道闭环供应链,首先分析了生产商负责产品回收和零售商负责产品回收下生产商和零售商之间的博弈行为,建立了刻画两种回收模式的两层规划模型;进而假定生产商委托第三方企业负责回收,分析了生产商、零售商和第三方回收企业之间的博弈行为,建立了对应此一主两从博弈结构的带均衡约束的两层规划模型.对所得模型进行了模型求解,得到了三种回收模式下双渠道闭环分散式供应链的最优直销价、零售价和回收再制造率决策.通过数值算例对上述三种回收模式进行了比较分析,并对刻画网上直销吸引力的相关参数进行了灵敏度分析.研究发现,生产商负责回收时的回收再制造率最高;网上直销具有激发潜在需求(正效应)和吸引零售市场需求发生转移(负效应)的双重效应等.     

A game theoretic approach to coordinate pricing and vertical co-op advertising in manufacturer-retailer supply chains

Vertical cooperative (co-op) advertising is a marketing strategy in which the retailer runs local advertising and the manufacturer pays for a portion of its entire costs. This paper considers vertical co-op advertising along with pricing decisions in a supply chain; this consists of one manufacturer and one retailer where demand is influenced by both price and advertisement. Four game-theoretic models are established in order to study the effect of supply chain power balance on the optimal decisions of supply chain members. Comparisons and insights are developed. These embrace three non-cooperative games including Nash, Stackelberg-manufacturer and Stackelberg-retailer, and one cooperative game. In the latter case, both the manufacturer and the retailer reach the highest profit level; subsequently, the feasibility of bargaining game is discussed in a bid to determine a scheme to share the extra joint profit.     

基于差价补偿策略的斯塔克尔伯格博弈协调优化

以智能产品为研究对象,建立了差价补偿策略下制造商与销售商的博弈模型,分别通过纳什均衡博弈和斯塔克尔伯格博弈协调优化对制造商和销售商的决策行为进行探讨,得到了Nash均衡下制造商与销售商之间交易策略,讨论了斯塔克尔伯格博弈下制造商的最优订购、最优补偿系数和销售商的订购量之间关系,提出了求解在给定补偿系数下斯塔克尔伯格博弈协调优化的近似最优批发价与最优订购量的算法。通过数值实验表明,制造商占优势地位时,差价补偿策略能实现整体供应链的协调优化,提高销售商的订购量以及制造商和销售商的利润,说明差价补偿策略可以有效地改善零供关系。     

Coordination of cooperative advertising in a two-level supply chain when manufacturer offers discount

We studied the coordination of cooperative advertisement in a manufacturer–retailer supply chain when the manufacturer offers price deductions to customers. With a price sensitive market, the expected demand with cooperative advertising and price deduction is demonstrated. When the manufacturer is a leader, we obtained the optimal national brand name investment, local advertisement and associated manufacturer’s allowance with any given price deduction. When the manufacturer offers more price deduction to customers, the retailer will increase local advertisement if the manufacturer provides the same portion of the local advertising allowance. We obtained the necessary and sufficient condition for the price deduction to ensure an increase of manufacturer’s profit, and a search procedure for determining such an optimal price deduction is provided as well. When the manufacturer and retailer are partners, we obtained the optimal national brand name investment and local advertisement. For any given price deduction, the total profit for the supply chain with cooperative scheme is always higher than that with the non-cooperative scheme. When price elasticity of demand is larger than one, the resulting closed form optimal price deduction with partnership is also obtained. To increase profits for both parties in a supply chain, we recommend that coordination in local and national cooperative advertising with a partnership relationship between manufacturer and retailer is the best solution. The bargaining results show how to share the profit gain between the manufacturer and the retailer, and determine the associated pricing and advertising policies for both parties.     

The EOQ with defective items and partially permissible delay in payments linked to order quantity derived algebraically

Most researchers established their inventory lot-size models under trade credit financing by assuming that the supplier offers the retailer fully permissible delay in payments and the products received are all non-defective. However, in the real business environment, it often can be observed that the supplier offers the retailer a fully permissible delay in payments only when the order quantity is greater than or equal to the predetermined quantity Q _d . In addition, an arriving order lot usually contains some defective items due to imperfect production processes or other factors. To capture this reality, the paper extends Huang (2007) economic order quantity (EOQ) model with partially permissible delay in payments to consider defective items. We formulate the proposed problem as a profit maximization EOQ model in which the replenishment cycle time is the decision variable. Then we use the arithmetic-geometric mean inequality approach to determine the optimal solution under various situations. An algorithm to obtain the optimal solution is also provided. Finally, the numerical examples and sensitivity analysis are given to illustrate the results.     

替代价格可变的两产品库存问题研究

从销售商的角度出发,研究了可变替代价格下的两产品库存问题.假设随机需求服从均匀分布,得到了一些有益的结论,并通过数值计算说明了各参数的变化对最优订货量和替代价格的影响.