A Hybrid Algorithm by Combination of Genetic Algorithm and Local Optimization for Constrained MHD Pump Optimization

被引:0
|
作者
Bouali, Khadidja [1 ]
Kadid, Fatima Zohra [2 ]
Abdessemed, Rachid [2 ]
机构
[1] Ouargla Univ, Dept Elect Engn, Ouargla 30000, Algeria
[2] Univ Batna2, Dept Elect Engn, Batna 05000, Algeria
来源
PROCEEDINGS 2018 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL SCIENCES AND TECHNOLOGIES IN MAGHREB (CISTEM) | 2018年
关键词
Hybrid algorithm; Genetic algorithm (GA); Fmincon; Design; Optimization; MHD Magnetohydrodynamic; Conduction pump; Finite Volume Method;
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
The pumping of liquid metals by magnetohydrodynamic (MHD) converters, without any moving parts are competing with conventional hydraulic pumps. Thus, the movement of the fluid is a consequence of the interaction the magnetic and electric fields. This work relates to the application of an approach for optimal design of a DC magneto-hydrodynamic pump. The optimization method is based on the solution of non-linear constrained problem by combination global and local optimization method. This paper applies the hybrid algorithm by combination of genetic algorithm and Fmincon for optimal design of DC MHD pump. The comparative study of the obtained results shows that the performance of the hybrid method is effectively improved.
引用
收藏
页码:497 / 501
页数:5
相关论文
共 50 条
  • [21] Cardinality constrained portfolio optimization with a hybrid scheme combining a Genetic Algorithm and Sonar Inspired Optimization
    Konstantinou, Christos
    Tzanetos, Alexandros
    Dounias, Georgios
    OPERATIONAL RESEARCH, 2022, 22 (03) : 2465 - 2487
  • [22] Cardinality constrained portfolio optimization with a hybrid scheme combining a Genetic Algorithm and Sonar Inspired Optimization
    Christos Konstantinou
    Alexandros Tzanetos
    Georgios Dounias
    Operational Research, 2022, 22 : 2465 - 2487
  • [23] A hybrid cooperative search algorithm for constrained optimization
    Nema, Salam
    Goulermas, John Y.
    Sparrow, Graham
    Helman, Paul
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2011, 43 (01) : 107 - 119
  • [24] A hybrid cooperative search algorithm for constrained optimization
    Salam Nema
    John Y. Goulermas
    Graham Sparrow
    Paul Helman
    Structural and Multidisciplinary Optimization, 2011, 43 : 107 - 119
  • [25] A Chaotic Hybrid Cultural Algorithm for Constrained Optimization
    Yuan, Xiaohui
    Su, Anjun
    Yuan, Yanbin
    Zhang, Xiaopan
    Cao, Bo
    Yang, Bo
    SECOND INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING: WGEC 2008, PROCEEDINGS, 2008, : 307 - +
  • [26] A hybrid adaptive evolutionary algorithm for constrained optimization
    Li, Xiang
    Liang, Xi-Ming
    2007 THIRD INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, VOL II, PROCEEDINGS, 2007, : 338 - 341
  • [27] A hybrid evolutionary algorithm by combination of PSO and GA for unconstrained and constrained optimization problems
    Yang, Bo
    Chen, Yunping
    Zhao, Zunlian
    2007 IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1-7, 2007, : 2658 - +
  • [28] Modified genetic algorithm for constrained trajectory optimization
    Yokoyama, N
    Suzuki, S
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2005, 28 (01) : 139 - 144
  • [29] A simple elitist genetic algorithm for constrained optimization
    Venkatraman, S
    Yen, GG
    CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2004, : 288 - 295
  • [30] A rough penalty genetic algorithm for constrained optimization
    Lin, Chih-Hao
    INFORMATION SCIENCES, 2013, 241 : 119 - 137