Joint optimization of inventory control and product placement on e-commerce websites using genetic algorithms

被引:7
|
作者
Chen, Yan-Kwang [1 ]
Chiu, Fei-Rung [2 ]
Liao, Hung-Chang [3 ]
Yeh, Chien-Hua [1 ]
机构
[1] Natl Taichung Univ Sci & Technol, Dept Distribut Management, 129,Sec 3,Sanmin Rd, Taichung, Taiwan
[2] Overseas Chinese Univ, Dept Hotel & MICE Management, 100 Chiao Kwang Rd, Taichung, Taiwan
[3] Chung Shan Med Univ, Dept Hlth Serv Adm, 110,Sec 1,Jian Koa N Rd, Taichung, Taiwan
关键词
Product placement; Space elasticity; Price elasticity; Inventory replenishment; Genetic algorithms; LEVEL-DEPENDENT DEMAND; SHELF-SPACE; EOQ MODEL; ALLOCATION; ASSORTMENT; MANAGEMENT;
D O I
10.1007/s10660-016-9216-9
中图分类号
F [经济];
学科分类号
02 ;
摘要
Prior research had shown that the design of product listing pages has significant influence on the sales volume on an e-commerce website. This study focused on product placement in designing product listing pages; that is, how venders of online stores place their products over the product listing pages for maximization of profit. When trying to increase the sales volume through a better website design, it is imperative to keep a close watch on inventory replenishment so as to reduce business cost. Therefore, this study proposed a visual-attention-dependent demand inventory model for determining the optimal product placement and inventory replenishment decisions that jointly maximize the total profit under the arrangement constraints. This model assumes that visual stimuli such as image size and location have a significant effect on product demand. The substitution effect between products on demand was also examined. Then a genetic algorithms-based search method was employed to solve the model. Finally, the validity of the proposed model was illustrated with example problems.
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页码:479 / 502
页数:24
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