基于元启发式算法的部分积压非瞬时变质库存问题的降价策略和广告效果优化

IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Rajan Mondal , Amalesh Kumar Manna , Md Akhtar , Asoke Kumar Bhunia
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引用次数: 0

摘要

在不同的媒体上重复广告,在装饰的陈列室中展示库存,以及价格优惠政策在库存控制系统中起着至关重要的作用。此外,当其他因素都固定时,产品销售价格与市场需求之间的关系是冲突的。因此,将广告政策与价格优惠手段相结合,在企业经营中更为现实。本文研究了价格中断条件下具有广告和显示库存水平依赖需求的非瞬时变质物品的库存问题。此外,所提出的库存模型还考虑了部分积压的短缺和补充物品的运输成本。根据顾客的需求和店铺的存储空间,考虑了几种情况和子情况。在本研究中,不同的元启发式算法被考虑在每个场景中最大化平均利润。最后通过一个算例验证了该模型的正确性。最后,对模型参数对最优策略的影响进行了敏感性分析,得出了富有成效的结论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization of a price break policy and advertisement effort based non-instantaneous deteriorating inventory problem with partial backlogged via metaheuristic algorithms
Repeated advertisements of an item in different media, displayed stock in a decorated showroom, and also price break policies play a vital role in an inventory control system. Also, the relationship between products’ selling price and market demand is conflicting when all other factors are fixed. Thus, the incorporation of advertisement policy and price break facility in a business is more realistic. This work investigates an inventory problem for non-instantaneous deteriorating items with advertisement and displayed inventory level dependent demand under price break facility. Moreover, partially backlogged shortages and transportation cost for replenishing items are considered in the proposed inventory model. Based on the customer’s demand and storage space of the shop, several cases and sub-cases are considered. In this study, different metaheuristic algorithms are considered for maximizing the average profit in each scenario. Then, considering one numerical example, the proposed model is justified. Finally, the sensitivity analysis is carried out to investigate the impact of model parameters on the policy of optimality and a fruitful conclusion is drawn.
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来源期刊
Mathematics and Computers in Simulation
Mathematics and Computers in Simulation 数学-计算机:跨学科应用
CiteScore
8.90
自引率
4.30%
发文量
335
审稿时长
54 days
期刊介绍: The aim of the journal is to provide an international forum for the dissemination of up-to-date information in the fields of the mathematics and computers, in particular (but not exclusively) as they apply to the dynamics of systems, their simulation and scientific computation in general. Published material ranges from short, concise research papers to more general tutorial articles. Mathematics and Computers in Simulation, published monthly, is the official organ of IMACS, the International Association for Mathematics and Computers in Simulation (Formerly AICA). This Association, founded in 1955 and legally incorporated in 1956 is a member of FIACC (the Five International Associations Coordinating Committee), together with IFIP, IFAV, IFORS and IMEKO. Topics covered by the journal include mathematical tools in: •The foundations of systems modelling •Numerical analysis and the development of algorithms for simulation They also include considerations about computer hardware for simulation and about special software and compilers. The journal also publishes articles concerned with specific applications of modelling and simulation in science and engineering, with relevant applied mathematics, the general philosophy of systems simulation, and their impact on disciplinary and interdisciplinary research. The journal includes a Book Review section -- and a "News on IMACS" section that contains a Calendar of future Conferences/Events and other information about the Association.
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