IIR Digital Filter Design Based on Cultural Quantum-inspired Flower Pollination Algorithm

被引:0
|
作者
Gao, Hongyuan [1 ]
Liang, Yansong [1 ]
Liu, Dandan [1 ]
Diao, Ming [1 ]
机构
[1] Harbin Engn Univ, Coll Informat & Commun Engn, Harbin 150001, Heilongjiang, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
quantum flower pollination algorithm; cultural algorithm; IIR digital filter; filter design; OPTIMIZATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In order to resolve the multi-parameter optimization problem of infinite impulse response (IIR) digital filter design, a cultural quantum-inspired flower pollination algorithm (CQFPA) is proposed. The proposed CQFPA is a multidimensional search algorithm for optimization of real numbers, and uses mechanisms of the quantum and cultural evolution to update the quantum pollens, which may improve the capability of algorithm to find the optimal solution. Computer simulations have showed that IIR digital filters based on the CQFPA are superior to previous filters based on quantum-behaved particle swarm optimization (QPSO) and adaptive quantum-behaved particle swarm optimization (AQPSO) in the convergence speed and optimization results. The effectiveness and superiority of the CQFPA are also demonstrated by simulation experiments.
引用
收藏
页码:1693 / 1697
页数:5
相关论文
共 50 条
  • [1] A New Cultural Algorithm with Double Populations for IIR Digital Filter Design
    Zhang, Xuzhen
    Guo, Haiwen
    [J]. 2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 1236 - 1239
  • [2] Multi-objective Quantum-inspired Cultural Algorithm
    Guo, Yi-nan
    Zhang, Pei
    [J]. 2015 SECOND INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND MACHINE INTELLIGENCE (ISCMI), 2015, : 25 - 29
  • [3] The Coverage Optimization for Wireless Sensor Networks Based on Quantum-Inspired Cultural Algorithm
    Guo, Yi-nan
    Liu, Dandan
    Liu, Yun
    Chen, Meirong
    [J]. PROCEEDINGS OF 2013 CHINESE INTELLIGENT AUTOMATION CONFERENCE: INTELLIGENT AUTOMATION, 2013, 254 : 87 - 96
  • [4] A Memetic Algorithm Based on P Systems for IIR Digital Filter Design
    Liu, Chunxiu
    Zhang, Gexiang
    Zhang, Xuebai
    Liu, Hongwen
    [J]. EIGHTH IEEE INTERNATIONAL CONFERENCE ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, PROCEEDINGS, 2009, : 330 - 334
  • [5] Seeker Optimization Algorithm for Digital IIR Filter Design
    Dai, Chaohua
    Chen, Weirong
    Zhu, Yunfang
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (05) : 1710 - 1718
  • [6] Quantum-Inspired Evolutionary Algorithm Based on Estimation Of Distribution
    Chen, Ming
    Quan, Huiyun
    [J]. 2007 SECOND INTERNATIONAL CONFERENCE ON BIO-INSPIRED COMPUTING: THEORIES AND APPLICATIONS, 2007, : 17 - +
  • [7] A quantum-inspired evolutionary algorithm based on culture and knowledge
    Qian, Jie
    Ji, Min
    [J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2015, 35 (01): : 228 - 238
  • [8] NOVEL QUANTUM-INSPIRED GENETIC ALGORITHM BASED ON IMMUNITY
    Li Ying Zhao Rongchun Zhang Yanning (School of Computer
    [J]. Journal of Electronics(China), 2005, (04) : 371 - 378
  • [9] Quantum-Inspired Genetic Algorithm Based on Phase Encoding
    Liu, Xiande
    Liu, Xiaoming
    [J]. 2013 NINTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2013, : 444 - 448
  • [10] NOVEL QUANTUM-INSPIRED GENETIC ALGORITHM BASED ON IMMUNITY
    Li Ying Zhao Rongchun Zhang Yanning School of Computer Northwest Polytechnical University Xian China Jiao Licheng Key Lab for Radar Signal Processing Xidian University Xian China
    [J]. JournalofElectronics, 2005, (04) : 371 - 378