Multi-product Pricing Method Based on Improved Ant Colony Algorithm

被引:0
作者
Xu, Jing [1 ]
Meng, Qiunan [1 ]
机构
[1] Sch Dalian Univ Technol, Dalian 116024, Peoples R China
来源
PROCEEDINGS OF 3RD INTERNATIONAL SYMPOSIUM ON SOCIAL SCIENCE (ISSS 2017) | 2017年 / 61卷
关键词
Multi-product pricing; stochastic demand; product quality; improved ant colony algorithm; DECISIONS;
D O I
暂无
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
Integrating with the due-date and quality demand of customers, a dynamic pricing model with stochastic demand and capacity constraint which aimed to maximize total profit and average quality was established for the multi-product pricing problem with random parameter. A weight space ant colony optimization algorithm (WSACO) was proposed, which allowed ant's search direction to adjust dynamically according to the current Pareto solutions, thus improving the global searching capability efficiently. Compared to the Bi-criterion Ant (BIANT) algorithm, it obtains higher solving accuracy, the results also show that the WSACO algorithm presents better performance in improving profit and product quality and provides method support for multi-product pricing decisions of enterprises.
引用
收藏
页码:562 / 568
页数:7
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