利用博弈论方法建立模糊双渠道供应链中在线团购的销售策略优化模型

IF 3.1 3区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Farnaz Heidarpoor, Mehdi Ghazanfari, Mohammad Saeed Jabalameli, Armin Jabbarzadeh
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引用次数: 0

摘要

客户在选择服务时会受到多种因素的影响。其中两个基本因素是价格和服务质量。卖家的信誉也是选择服务的影响因素之一,而广告则会强化卖家的信誉。互联网的出现使卖家越来越重视通过在线团购(OGB)平台做广告。卖家旨在通过在 OGB 平台上提供折扣来吸引新客户。在本文中,卖方可以在当前和未来的两个课程中通过线下和线上渠道销售其服务。目的是确定卖方在决定加入 OGB 平台时的最优策略。问题的所有参数都是作为模糊变量确定的。因此,本文建立了一个模糊数学模型,以同时确定双渠道供应链中的价格、服务质量和广告水平。针对集中模型,在不同的退款和收入分享情况下,建立了卖方和 OGB 平台之间的合作博弈。然后利用博弈论和模糊集理论为每种情况定义了问题的最优解。通过一个数字示例来说明模型理论结果的有效性,并提出管理见解。此外,敏感性分析还提供了基本参数变化对卖方决策的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A sales strategy optimization model on online group buying in a fuzzy dual channel supply chain using a game theoretic approach

A sales strategy optimization model on online group buying in a fuzzy dual channel supply chain using a game theoretic approach

Several factors affect customers' decisions regarding service selection. Two of the essential factors are the price and the service quality. The seller's credibility is also among the influential factors in selecting a service that is reinforced by advertising. The emergence of the Internet has led to increasing attention by sellers to advertising through online group buying (OGB) platforms. Sellers aim to attract new customers by offering discounts on OGB platforms. In this paper, the seller can sell its service through offline and online channels during two current and future courses. The aim is to determine the optimal strategy for the seller when deciding to join the OGB platform. All parameters of the problem are determined as fuzzy variables. Accordingly, this paper develops a fuzzy mathematical model to simultaneously determine price, service quality, and advertising level in a dual channel supply chain. A cooperative game between the seller and the OGB platform is developed under different refunding and revenue sharing scenarios for the centralized model. The optimal solutions of the problem are then defined using the game and fuzzy sets theories for each scenario. A numerical example is presented to indicate the effectiveness of the theoretical results of the models and developing management insights. In addition, sensitivity analyses also provide the effect of changes in essential parameters on the seller’s decisions.

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来源期刊
Soft Computing
Soft Computing 工程技术-计算机:跨学科应用
CiteScore
8.10
自引率
9.80%
发文量
927
审稿时长
7.3 months
期刊介绍: Soft Computing is dedicated to system solutions based on soft computing techniques. It provides rapid dissemination of important results in soft computing technologies, a fusion of research in evolutionary algorithms and genetic programming, neural science and neural net systems, fuzzy set theory and fuzzy systems, and chaos theory and chaotic systems. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. By linking the ideas and techniques of soft computing with other disciplines, the journal serves as a unifying platform that fosters comparisons, extensions, and new applications. As a result, the journal is an international forum for all scientists and engineers engaged in research and development in this fast growing field.
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