• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

Computer Engineering & Science

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A budget allocation strategy of keywords
advertising based on fuzzy optimization

WANG Zhongxing,HUANG Meiting,QIN Chaoyong   

  1. (College of Mathematics and Information Sciences,Guangxi University,Nanning 530004,China)
  • Received:2016-08-22 Revised:2017-02-23 Online:2018-09-25 Published:2018-09-25

Abstract:

For a single search engine, the paper studies a timing budget allocation strategy when advertisers bid for multiple keywords advertising. A timing budget allocation model of single engine keywords advertising is established, which has two objectives: maximizing advertising revenue and minimizing invalid clicks. A method based on fuzzy optimization is given to solve this biobjective budget allocation model. Through verification, the budget allocation model plays a strategic role in guiding advertisers to bid for multiple keywords advertisements on a single search engine.
 

Key words: advertising, budget allocation, fuzzy optimization