Research on Class Combination Algorithm Based on Genetic Algorithm

被引:0
|
作者
Yan, Linjing [1 ]
Kong, Xiangming [1 ]
机构
[1] Bejing Polytech, Beijing 100176, Peoples R China
关键词
D O I
10.1088/1742-6596/1670/1/012019
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The scheduling problem is a typical multi-objective optimization problem, and the core problem involved is the problem of combining classes. On the basis of a comprehensive analysis of the problem of class combination, this paper establishes a mathematical model of the three-dimensional class combination problem according to the needs, and constructs the chromosome expression in the genetic algorithm, and obtains the optimal solution of the problem. Experiments show that this algorithm can effectively obtain the optimal three-dimensional class combination program, and has strong practicability.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] A Genetic Algorithm Based on Combination Operators
    Shuai, Xunbo
    Zhou, Xiangguang
    2011 2ND INTERNATIONAL CONFERENCE ON CHALLENGES IN ENVIRONMENTAL SCIENCE AND COMPUTER ENGINEERING (CESCE 2011), VOL 11, PT A, 2011, 11 : 346 - 350
  • [2] Research on Unit Combination for Electric Vehicles Charging Based on Genetic Algorithm
    Zhao, Yan
    Zhang, Chao
    Meng, Xiangrong
    Zhao, Zening
    PROCEEDINGS OF 2019 IEEE 7TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2019), 2019, : 191 - 195
  • [3] An Anycast Routing Algorithm based on the Combination of Genetic Algorithm and Ant Colony Algorithm
    Li Tao Shen
    Li Zhang Cai
    MEASUREMENT TECHNOLOGY AND ITS APPLICATION, PTS 1 AND 2, 2013, 239-240 : 1324 - 1330
  • [4] Research on Routing Selection Algorithm Based on Genetic Algorithm
    Gao, Guohong
    Zhang, Baojian
    Li, Xueyong
    Lv, Jinna
    INTELLIGENT COMPUTING AND INFORMATION SCIENCE, PT II, 2011, 135 : 353 - 358
  • [5] Research on Anycast Routing Algorithm Based on Genetic Algorithm
    Chun, Zhu
    Min, Jin
    CISST'09: PROCEEDINGS OF THE 3RD WSEAS INTERNATIONAL CONFERENCE ON CIRCUITS, SYSTEMS, SIGNAL AND TELECOMMUNICATIONS, 2009, : 135 - 139
  • [6] RETRACTED: Research on English grammar recognition system based on combination of genetic algorithm and KNN algorithm (Retracted Article)
    Wanni, Mo
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (06) : 7291 - 7302
  • [7] The research of special laboratory timetable algorithm based on genetic algorithm
    Guo, Junen
    Li, Yaping
    Diao, Wenguang
    Journal of Convergence Information Technology, 2012, 7 (23) : 468 - 475
  • [8] Research on Scheduling Algorithm Based on Genetic Algorithm for Grid Tasks
    Liu, Hongzhi
    Zhang, Wenyue
    Hao, Jianqiang
    Sun, Jianzhi
    Li, Yuehui
    2010 2ND INTERNATIONAL CONFERENCE ON E-BUSINESS AND INFORMATION SYSTEM SECURITY (EBISS 2010), 2010, : 418 - 421
  • [9] Combination of Ant Algorithm and niche Genetic Algorithm
    Zhou, Shujing
    Li, Yancang
    Li, Huimin
    Wang, Changlong
    Cui, Hanlong
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE OF MODELLING AND SIMULATION, VOL IV: MODELLING AND SIMULATION IN BUSINESS, MANAGEMENT, ECONOMIC AND FINANCE, 2008, : 169 - 172
  • [10] A dynamic web services composition algorithm based on the combination of ant colony algorithm and genetic algorithm
    Yang, Zongkai
    Shang, Chaowang
    Liu, Qingtang
    Zhao, Chengling
    Journal of Computational Information Systems, 2010, 6 (08): : 2617 - 2622