A novel hybrid binary PSO algorithm

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6728 LNCS, Issue PART 1, 2011, Pages 93-100

  Menhas, Muhammd Ilyas ^a   Fei, MinRui ^a   Wang, Ling ^a   Fu, Xiping ^a  

^a SHANGHAI UNIVERSITY   (China)

Author keywords

discrete binary PSO; optimization; Particle swarm optimization

Indexed keywords

BENCH MARKS; BENCH-MARK PROBLEMS; BINARY PARTICLE SWARM OPTIMIZATION; BINARY PSO; BINARY PSO ALGORITHM; COMPUTATIONAL TECHNIQUE; CONVERGENCE SPEED; CROSSOVER AND MUTATION; DISCRETE BINARY; ITERATIVE SOLUTIONS; LOCAL OPTIMA; MAINTAINING POPULATION DIVERSITY; OBJECTIVE FUNCTIONS; OPTIMIZATION PROBLEMS; PARTICLE SWARM; PSO ALGORITHMS; SEARCH ACCURACY;

CELLULAR AUTOMATA; GENETIC ALGORITHMS; GLOBAL OPTIMIZATION; HEALTH; MATHEMATICAL OPERATORS; PARTICLE SWARM OPTIMIZATION (PSO); PROBLEM SOLVING; RESEARCH;

CONVERGENCE OF NUMERICAL METHODS;

EID: 79958224724     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21515-5_12     Document Type: Conference Paper

References (11)

1. Kennedy, J., Eberhart, R.C.: Particle Swarm Optimization. In: Proceedings of IEEE International Conference on Neural Networks, Piscataway, NJ, pp. 1942-1948. IEEE service center, Los Alamitos (1995)
2. Kennedy, J., Eberhart, R.C.: A discrete binary version of the particle swarm algorithm. In: IEEE International Conference on Computational Cybernetics and Simulation, vol. 5, pp. 4104-4108 (12-15, 1997)
3. Shen, Q., Jiang, J.H., Jiao, C.X., Shen, G.L., Yu, R.Q.: Modified particle swarm optimization algorithm for variable selection in MLR and PLS modeling: QSAR studies of antagonism of angiotensin II antagonists. European Journal of Pharmaceutical Sciences 22(2-3), 145-152 (2004)
4. Wang, L., Wang, X.T., Fei, M.R.: An adaptive mutation-dissipation binary particle swarm optimization for multidimensional knapsack problem. International Journal of Modeling, Identification and Control 8(4), 259-269 (2009)
5. Marandi, A., Afshinmanesh, F., Shahabadi, M., Bahrami, F.: Boolean Particle Swarm Optimization and Its Application to the Design of a Dual-Band Dual-Polarized Planar Antenna. In: IEEE Congress on Evolutionary Computation, CEC 2006, pp. 3212-3218. IEEE Press, New York (2006)
6. Khanesar, M.A., Teshnehlab, M., Shoorehdeli, M.A.: A novel binary particle swarm optimization. In: Mediterranean Conference on Control & Automation, pp. 1-6 (June 2007)
7. Modiri, A., Kiasaleh, K.: Modification of real-number and binary PSO algorithms for accelerated convergence. IEEE Transactions on Antennas and Propagation 59(1), 214-224 (2011)
8. Jeong, Y.W., Park, J.B., Jang, S.H., Lee, K.Y.: A new quantum-inspired binary PSO for thermal unit commitment problems. In: 15th International Conference on Intelligent system applications, pp. 1-6 (2009)
9. Menhas, M.I., Wang, L., Pan, H., Fei, M.R.: CFBB PID Controller Tuning with Probability based Binary Particle Swarm Optimization Algorithm, LSMS, Communications in Computer and Information Science, vol. 98, pp. 44-51. Springer, Heidelberg (2010)
10. Chen, E.X., Li, J.Q., Liu, X.Y.: In Search of the Essential Binary Discrete Particle Swarm. Applied Soft Computing Journal 11(3), 3260-3269 (2010)
11. Holland, J.H.: Adaptation in Natural and Artificial Systems. Univ. of Michigan Press, Ann Arbor (1975)