Metaheuristics with local search techniques for retail shelf-space optimization

被引:91
作者
Lim, A [1 ]
Rodrigues, B
Zhang, XW
机构
[1] Hong Kong Univ Sci & Technol, Dept Ind Engn & Engn Management, Hong Kong, Hong Kong, Peoples R China
[2] Singapore Management Univ, Sch Business, Singapore 259756, Singapore
[3] Hong Kong Univ Sci & Technol, Dept Ind Engn & Engn Management, Hong Kong, Hong Kong, Peoples R China
关键词
retail; shelf allocation; metaheuristics;
D O I
10.1287/mnsc.1030.0165
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Efficient shelf-space allocation can provide retailers with a competitive edge. While there has been little study on this subject, there is great interest in improving product allocation in the retail industry. This paper examines a practicable linear allocation model for optimizing shelf-space allocation. It extends the model to address other requirements such as product groupings and nonlinear profit functions. Besides providing a network flow solution, we put forward a strategy that combines a strong local search with a metaheuristic approach to space allocation. This, strategy is flexible and efficient, as it can address both linear and nonlinear problems of realistic size while achieving, near-optimal solutions through easily implemented algorithms in reasonable timescales. It offers, retailers opportunities for more efficient and,profitable shelf management, as well as higher-quality planograms.
引用
收藏
页码:117 / 131
页数:15
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