Hybrid algorithm based on particle swarm optimization for solving constrained optimization problems

Kongzhi yu Juece/Control and Decision

Volumn 19, Issue 7, 2004, Pages

  Li, Bing Yu ^a   Xiao, Yun Shi ^a   Wu, Qi Di ^a  

^a TONGJI UNIVERSITY   (China)

Author keywords

Constrained optimization problem; Different evolution; Particle swarm optimization; Swarm intelligence

Indexed keywords

COMPUTER SIMULATION; CONSTRAINT THEORY; OPTIMIZATION;

CONSTRAINED OPTIMIZATION PROBLEMS; DIFFERENT EVOLUTION; PARTICLE SWARM OPTIMIZATION; SWARM INTELLIGENCE;

ALGORITHMS;

EID: 19544366932     PISSN: 10010920     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. Zhang C K, Shao H H. Application of self-adaptive multiplier in engineering optimization problem [J]. Control and Decision, 2001, 16(6): 669-672.
2. Kennedy J, Eberhart R. Particle swarm optimization [A]. Proc IEEE Int Conf on Neural Networks [C]. Perth, 1995. 1942-1948.
3. Rainer Storn, Kenneth Price. Different evolution - A simple and efficient heuristic for global optimization over continuous space [J]. J of Global Optimization, 1997, (11): 341-359.
4. Wang Tao. Global Optimization for Constrained Nonlinear Programming [M]. Doctoral Dissertation: University of Illinois at Urbana-Champaign, 2001.
5. Deb K, Agrawal S. A niched-penalty approach for constraint handling in genetic algorithms [A]. Proc of the ICANNGA-99[C]. Portoroz, 1999. 234-239.
6. Keane A J. Experiences with optimizers in structural design[A]. Proc of the Conf on Adaptive Computing in Engineering Design and Control 94 [C]. Plymouth, 1994. 14-27.
7. Michalewicz Z, Schoenauer M. Evolutionary algorithms for constrained parameter optimization problems [J]. Evolutionary Computation, 1996, 4(1): 1-32.
8. Michalewicz Z, Eaguvel S, et al. The spirit of evolutionary algorithms [J]. J of Computing and Information Technology, 1999, 7(1): 1-18.
9. Lin D, Li M Q, Kou J S. A GA-based method for solving constrained optimization problems [J]. J of Software, 2001, 12(4): 628-632.
10. Schoenauer M, Michalewicz Z. Boundary operators for constrained optimization problems [A]. Proc of the 7th Int Conf on Genetic Algorithms [C]. CA: Morgan Kaufmann Publishers, 1997. 322-329.