Dynamics of Buyer Populations in Fresh Product Markets

IF 2.6 2区 数学 Q1 MATHEMATICS, APPLIED
Ali Ellouze, Bastien Fernandez
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Abstract

Based on empirical evidences and previous studies, we introduce and mathematically study a perception-driven model for the dynamics of buyer populations in markets of perishable goods. Buyer behaviours are driven partly by some loyalty to the sellers that they previously purchased at, and partly by the sensitivity to the intrinsic attractiveness of each seller in the market. On the other hand, the sellers update they attractiveness in time according to the difference between the volume of their clientele and the mean volume of buyers in the market, optimising either their profit when this difference is favourable or their competitiveness otherwise. While this negative feedback mechanism is a source of instability that promotes oscillatory behaviour, our analysis identifies the critical features of the dynamics that are responsible for the asymptotic stability of the stationary states, both in their immediate neighbourhood and globally in phase space. Altogether, this study provides mathematical insights into the consequences of introducing feedback into buyer–seller interactions in such markets, with emphasis on identifying conditions for long-term constancy of clientele volumes.

Abstract Image

生鲜产品市场的买家群体动态
根据经验证据和以往的研究,我们引入并从数学角度研究了易腐商品市场中买方群体动态的感知驱动模型。买家行为的驱动力部分来自于他们对之前购买过的卖家的忠诚度,部分来自于对市场中每个卖家内在吸引力的敏感度。另一方面,卖方会根据其客户数量与市场上买方平均数量之间的差异及时更新其吸引力,在这种差异有利时优化其利润,反之则优化其竞争力。这种负反馈机制是导致振荡行为的不稳定来源,而我们的分析确定了动态的关键特征,这些特征是静止状态在其邻近地区和相空间中渐近稳定的原因。总之,本研究从数学角度揭示了在此类市场的买卖双方互动中引入反馈的后果,重点是确定客户量长期不变的条件。
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来源期刊
CiteScore
5.00
自引率
3.30%
发文量
87
审稿时长
4.5 months
期刊介绍: The mission of the Journal of Nonlinear Science is to publish papers that augment the fundamental ways we describe, model, and predict nonlinear phenomena. Papers should make an original contribution to at least one technical area and should in addition illuminate issues beyond that area''s boundaries. Even excellent papers in a narrow field of interest are not appropriate for the journal. Papers can be oriented toward theory, experimentation, algorithms, numerical simulations, or applications as long as the work is creative and sound. Excessively theoretical work in which the application to natural phenomena is not apparent (at least through similar techniques) or in which the development of fundamental methodologies is not present is probably not appropriate. In turn, papers oriented toward experimentation, numerical simulations, or applications must not simply report results without an indication of what a theoretical explanation might be. All papers should be submitted in English and must meet common standards of usage and grammar. In addition, because ours is a multidisciplinary subject, at minimum the introduction to the paper should be readable to a broad range of scientists and not only to specialists in the subject area. The scientific importance of the paper and its conclusions should be made clear in the introduction-this means that not only should the problem you study be presented, but its historical background, its relevance to science and technology, the specific phenomena it can be used to describe or investigate, and the outstanding open issues related to it should be explained. Failure to achieve this could disqualify the paper.
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