A New Quantum Clonal Algorithm

被引：0
|
作者：
Changsheng, Gan [1 ]
Liang, Zhou [2 ]
机构：
[1] Shanghai Maritime Univ, Sch Econ & Management, Shanghai 200135, Peoples R China
[2] Donghua Univ, Glorious Sun Sch Business Management, Shanghai 200051, Peoples R China
来源：
MABE 09: PROCEEDINGS OF THE 5TH WSEAS INTERNATIONAL CONFERENCE ON MATHEMATICAL BIOLOGY AND ECOLOGY | 2009年
关键词：
quantum computing; evolutionary algorithm; CLONALG; Cauchy mutation; Q-gate; knapsack problem;
D O I：
暂无
中图分类号：
Q14 [生态学（生物生态学）];
学科分类号：
071012 ; 0713 ;
摘要：
The traditional quantum evolutionary algorithms (QEAs) are effective algorithms based on the quantum computing, which combines some principles such as concepts of qubits and superposition of states. However, they have some disadvantages in the application, such as slow converging speeding and prematurity. In this paper, a new quantum evolutionary algorithm, called the quantum clonal algorithm (QCA), is proposed based on the combining of QEA with the main mechanisms of clone. QCA can availably solve 0/1 knapsack problem and it has better diversity and the converging speed than the traditional QEA.
引用
收藏
页码：93 / +
页数：3
相关论文
共 50 条
  • [41] A new algorithm for fixed point quantum search
    Tulsi, Tathagat
    Grover, Lov K.
    Patel, Apoorva
    QUANTUM INFORMATION & COMPUTATION, 2006, 6 (06) : 483 - 494
  • [42] New immune clonal algorithm based on antibody cluster for complicated function optimization
    College of Electrical and Information Engineering, Hunan Univ., Changsha 410082, China
    不详
    Hunan Daxue Xuebao, 2007, 9 (39-43):
  • [43] A new Adaptive Immune Clonal Algorithm for Underwater Acoustic Target Sample Selection
    Yang, Honghui
    Zhou, Xin
    Wang, Yun
    Dai, Jian
    Shen, Sheng
    Liu, Jingyu
    2013 IEEE INTERNATIONAL CONFERENCE OF IEEE REGION 10 (TENCON), 2013,
  • [44] A New Fuzzy Clustering Algorithm Based on Clonal Selection for Land Cover Classification
    Zhong, Yanfei
    Zhang, Liangpei
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2011, 2011
  • [45] Control algorithm optimized by immune clonal selection algorithm
    Yao, Ning
    International Journal of Earth Sciences and Engineering, 2015, 8 (01): : 476 - 480
  • [46] Monocular 3D Human Motion Analysis Using Quantum-Behaved Clonal Algorithm
    Yu, Jialin
    Sun, Jifeng
    Liu, Shengqing
    Luo, Shasha
    Ou, Hongshi
    2017 IEEE 9TH INTERNATIONAL CONFERENCE ON COMMUNICATION SOFTWARE AND NETWORKS (ICCSN), 2017, : 1261 - 1265
  • [47] Quantum Interference Crossover-Based Clonal Selection Algorithm and Its Application to Traveling Salesman Problem
    Dai, Hongwei
    Yang, Yu
    Li, Cunhua
    Shi, Jun
    Gao, Shangce
    Tang, Zheng
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2009, E92D (01) : 78 - 85
  • [48] Quantum-inspired immune clonal algorithm based vertical handover decision scheme with ABC supported
    Wang, X. (wangxw@mail.neu.edu.cn), 1600, Binary Information Press, P.O. Box 162, Bethel, CT 06801-0162, United States (09):
  • [49] A NEW QUANTUM ROTATION ANGLE OF QUANTUM-INSPIRED EVOLUTIONARY ALGORITHM FOR TSP
    Li, Jialin
    Li, Wei
    Huang, Ying
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE) AND IEEE/IFIP INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING (EUC), VOL 1, 2017, : 369 - 374
  • [50] A New Quantum Immune Evolutionary Algorithm and Its Application
    Xiangxian, Zhang
    Hongjian, Qu
    MABE 09: PROCEEDINGS OF THE 5TH WSEAS INTERNATIONAL CONFERENCE ON MATHEMATICAL BIOLOGY AND ECOLOGY, 2009, : 89 - 92
12345