An Improved Adaptive Genetic Algorithm

被引：0
|
作者：
Song Xudong [1 ]
Xiao Yunlong [1 ]
机构：
[1] Dalian Jiaotong Univ, Software Inst, Dalian, Liaoning, Peoples R China
来源：
PROCEEDINGS OF THE 2013 CONFERENCE ON EDUCATION TECHNOLOGY AND MANAGEMENT SCIENCE (ICETMS 2013) | 2013年
关键词：
Genetic adaptive algorithm; hybrid coding; elitist strategy;
D O I：
暂无
中图分类号：
G40 [教育学];
学科分类号：
040101 ; 120403 ;
摘要：
In this paper, we proposed a new adaptive genetic algorithm based hybrid coding and elitist strategy. The high fitness individuals was used to perform decimal coding to improve the search rate based on original adaptive genetic algorithm, as well as the criteria of poor individuals about elitist strategy, rather than random replacement or replacing the worst individual. Experimental results show that this method is effective and reliable.
引用
收藏
页码：816 / 819
页数：4
相关论文
共 50 条
  • [31] An improved adaptive genetic algorithm and its application to image segmentation
    Wang, L
    Shen, TZ
    [J]. IMAGE EXTRACTION, SEGMENTATION, AND RECOGNITION, 2001, 4550 : 115 - 120
  • [32] An improved adaptive immune genetic algorithm based on information entropy
    Liu Xingxing
    Yang, Zhichao
    Wang Pan
    [J]. 2015 INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS - COMPUTING TECHNOLOGY, INTELLIGENT TECHNOLOGY, INDUSTRIAL INFORMATION INTEGRATION (ICIICII), 2015, : 6 - 9
  • [33] An Improved Adaptive Genetic Algorithm for Optimizing Pyroshock Acceleration Synthesis
    Sun, Wenjuan
    Huang, Yingqing
    Chen, Haibo
    [J]. IEEE ACCESS, 2019, 7 : 132682 - 132693
  • [34] Improved adaptive genetic algorithm and its application in function optimization
    Postdoctoral Research Station of Control Science and Engineering, Harbin Institute of Technology, Harbin 150001, China
    不详
    [J]. Harbin Gongcheng Daxue Xuebao, 2007, 8 (875-879):
  • [35] An improved adaptive genetic algorithm for protein-ligand docking
    Kang, Ling
    Li, Honglin
    Jiang, Hualiang
    Wang, Xicheng
    [J]. JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2009, 23 (01) : 1 - 12
  • [36] Research on Adaptive Handover Scheme Based on Improved Genetic Algorithm
    Zhu, Hao
    Peng, Yi
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MECHATRONICS AND INTELLIGENT ROBOTICS (ICMIR-2019), 2020, 166 : 557 - 562
  • [37] Study and application of improved hierarchy genetic algorithm based on adaptive niches
    Qi, WM
    Cai, WY
    Ji, QL
    Cheng, YC
    Pan, F
    [J]. PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 4657 - 4661
  • [38] Improved Adaptive Genetic Algorithm for Cutter Allocation Problem of CNC in FMS
    Miao Faxiang
    Zhou Guanghui
    Xiao Zhongdong
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA), 2013, : 677 - 681
  • [39] An Improved Adaptive Parallel Genetic Algorithm for the Airport Gate Assignment Problem
    Liang, Bingjie
    Li, Yongliang
    Bi, Jun
    Ding, Cong
    Zhao, Xiaomei
    [J]. JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020 (2020)
  • [40] Improved self-adaptive chaotic genetic algorithm for hydrogeneration scheduling
    Yuan, Xiaohui
    Zhang, Yongchuan
    Yuan, Yanbin
    [J]. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2008, 134 (04) : 319 - 325
12345