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Algorithm Research & Explore
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148-152

Optimal sequential auction strategy based on fuzzy theory

Ji Ying1
Ma Gang2
Qu Shaojian1
1. Business School, University of Shanghai for Science & Technology, Shanghai 200093, China
2. School of Economics & Managerment, Wuhan University, Wuhan 430072, China

Abstract

This paper adopted fuzzy theory to create the fuzzy parameter of the return by history data of similar products and used mean-variance model to carve and estimate return and risk. According to these two criteria, it proposed the multi-criteria optimal function based on Cobb-Douglas production function, it built the optimal sequence strategy model based on fuzzy theory. Then, integrating the fuzzy simulation and multi-criteria 0-1 genetic algorithm could solve the model. Lastly, compared with five sequence strategies and optimization strategies, the result shows that the optimal strategy derived by model can achieve higher returns with lower risks.

Foundation Support

国家自然科学基金资助项目(71571055)
沪江领军人才项目(101730301725)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.05.0497
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 1
Section: Algorithm Research & Explore
Pages: 148-152
Serial Number: 1001-3695(2020)01-031-0148-05

Publish History

[2020-01-05] Printed Article

Cite This Article

纪颖, 马刚, 屈绍建. 基于模糊理论的最优序贯拍卖策略研究 [J]. 计算机应用研究, 2020, 37 (1): 148-152. (Ji Ying, Ma Gang, Qu Shaojian. Optimal sequential auction strategy based on fuzzy theory [J]. Application Research of Computers, 2020, 37 (1): 148-152. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

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