IMPROVED GENETIC ALGORITHM BASED ON THE SMALL GROUP PARALLEL

被引：0
|
作者：
Wang, Jiekai [1 ]
机构：
[1] Harbin Normal Univ, Sch Math Sci, Harbin, Peoples R China
来源：
2011 INTERNATIONAL CONFERENCE ON INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS (ICIMCS 2011), VOL 3: COMPUTER-AIDED DESIGN, MANUFACTURING AND MANAGEMENT | 2011年
关键词：
genetic algorithm; precocity; genetic operators; small population parallel;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
As the adaptive algorithm based on the mechanism of biological evolution, genetic algorithm is applicable to optimization of all kinds of complex systems. However, due to the fact that standard genetic algorithm is precocious and apt to fall into local optimum, etc, which has limited the promotion and application of genetic algorithm to a certain extent. In this paper, based on the improvement of genetic operators, we proposed the improved genetic algorithm based on the small group parallel, thereby effectively improving its efficiency and performance.
引用
收藏
页码：419 / 422
页数：4
相关论文
共 50 条
  • [31] A Network Selection Algorithm Based on Improved Genetic Algorithm
    Chen, Juanmin
    Zhang, Damin
    Liu, Dong
    Pan, Zhiyan
    2018 IEEE 18TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY (ICCT), 2018, : 209 - 214
  • [32] An Improved Simulated Annealing Algorithm based on Genetic Algorithm
    Li, Shufei
    MECHATRONICS AND INTELLIGENT MATERIALS II, PTS 1-6, 2012, 490-495 : 267 - 271
  • [33] Research on Parallel Hybrid Genetic Algorithm based on Multi-group in Job Shop Scheduling
    Yan, Cunliang
    Shi, Weifeng
    Zhao, Ruilin
    ADVANCED COMPOSITE MATERIALS, PTS 1-3, 2012, 482-484 : 2227 - +
  • [34] Hybrid small-signal modeling of GaN HEMTs based on improved genetic algorithm
    Zhang, Jincan
    Hou, Xuefeng
    Liu, Min
    Yang, Shi
    Liu, Bo
    Wang, Jinchan
    Zhang, Juwei
    MICROELECTRONICS JOURNAL, 2022, 127
  • [35] Hybrid small-signal modeling of GaN HEMTs based on improved genetic algorithm
    Zhang, Jincan
    Hou, Xuefeng
    Liu, Min
    Yang, Shi
    Liu, Bo
    Wang, Jinchan
    Zhang, Juwei
    MICROELECTRONICS JOURNAL, 2022, 127
  • [36] Hybrid small-signal modeling of GaN HEMTs based on improved genetic algorithm
    Zhang, Jincan
    Hou, Xuefeng
    Liu, Min
    Yang, Shi
    Liu, Bo
    Wang, Jinchan
    Zhang, Juwei
    Microelectronics Journal, 2022, 127
  • [37] An Improved Genetic Algorithm for a Parallel Machine Scheduling Problem with Energy Consideration
    Lu, Hong
    Qiao, Fei
    2017 13TH IEEE CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2017, : 1487 - 1492
  • [38] An Improved Adaptive Parallel Genetic Algorithm for the Airport Gate Assignment Problem
    Liang, Bingjie
    Li, Yongliang
    Bi, Jun
    Ding, Cong
    Zhao, Xiaomei
    JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020 (2020)
  • [39] The Parallel Improved Apriori Algorithm Research Based on Spark
    Yang, Shaosong
    Xu, Guoyan
    Wang, Zhijian
    Zhou, Fachao
    2015 NINTH INTERNATIONAL CONFERENCE ON FRONTIER OF COMPUTER SCIENCE AND TECHNOLOGY FCST 2015, 2015, : 353 - 358
  • [40] Improved Parallel DBSCAN Algorithm Based on Radix Sort
    Bhardwaj, Manish
    Adane, Dattatraya
    BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2020, 13 (14): : 164 - 168
12345