A novel memetic algorithm for global optimization based on PSO and SFLA

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

Volumn 4683 LNCS, Issue , 2007, Pages 127-136

  Zhen, Ziyang ^a   Wang, Zhisheng ^a   Gu, Zhou ^b   Liu, Yuanyuan ^a  

^a NANJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS   (China)

^b NANJING NORMAL UNIVERSITY   (China)

Author keywords

Global optimization; Memetic algorithm; Particle swarm optimization; Shuffled frog leaping algorithm

Indexed keywords

GLOBAL OPTIMIZATION; HEURISTIC ALGORITHMS; LEARNING SYSTEMS; SEARCH ENGINES;

HEURISTIC SEARCHING; MEMETIC ALGORITHMS; PARTICLE SWARM OPTIMIZATION; SHUFFLED FROG LEAPING ALGORITHMS;

EVOLUTIONARY ALGORITHMS;

EID: 38049067078     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74581-5_14     Document Type: Conference Paper

References (18)

1. Holland, J.: Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Arbor, MI (1975)
2. Moscato, P.: On Evolution, Search, Optimization, Genetic Algorithms and Martial Arts: Towards Memetic Algorithms. Caltech Concurrent Computation Program, Tech. Rep., California Institute of Technology, Pasadena, California, USA (1989)
3. Kennedy, J., Eberhart, R.: Particle Swarm Optimization. In: Proceedings of IEEE International Conference on Neural Networks, Perth, Australia, IEEE Service Center, Piscataway, NJ, pp. 1942-1948 (1995)
4. Eberhart, R., Kennedy, J.: A New Optimizer Using Particle Swarm Theory. In: Proceedings of the Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, pp. 39-43 (1995)
5. Dorigo, M., Maniezzo, V., Colorni, A.: Ant System: Optimization by a Colony of Cooperating Cgents. IEEE Transactions Systems, Man and Cybernetics 26(1), 29-41 (1996)
6. Eusuff, M.M., Lansey, K.E.: Water distribution network design using the shuffled frog leaping algorithm. World Water Congress (2001)
7. Moscato, P.: A Memetic Approach for the Traveling Salesman Problem Implementation of a Computational Ecology for Combinatorial Optimization on Message-Passing Systems. In: Valero, M., Onate, E., Jane, M., Larriba, J.L., Suarez, B. (eds.) Parallel Computing and Transputer Applications, pp. 176-177. IOS Press, Amsterdam, The Netherlands (1992)
8. Moscato, P., Cotta, C.: A Gentle Introduction to Memetic Algorithms. In: Handbook of Meta-heuristics, pp. 1-56. Kluwer, Dordrecht (1999)
9. Merz, P.: Memetic Algorithms for Combinatorial Optimization Problems: Fitness Landscapes and Effective Search Strategies. University of Siegen, Siegen (2000)
10. Berretta, R., Rodrigues, L.F.: A Memetic Algorithm for a Multistage Capacitated Lot Sizing Problem. International Journal of Production Economics 87, 67-81 (2004)
11. Muruganandam, A., Prabhaharan, G., Asokan, P., Baskaran, V.: A Memetic Algorithms Approach to the Cell Formation Problem. International Journal of Advanced Manufacturing Technology 25, 988-997
12. Kim, S.S., Smith, A.E., Lee, J.H.: A Memetic Algorithm for Channel Assignment in Wireless FDMA Systems. Computers and Operations Research 34(6), 1842-1856 (2007)
13. Shi, Y.H., Eberhart, R.C.: Parameter Selection in Particle Swarm Optimization. In: The 7th Annual Conference on Evolutionary Programming, San Diego, USA (1998)
14. Carlisle, A., Dozier, G.: An Off-The-Shelf PSO. In: Proceeding of the 2001 Workshop on Particles Swarm Optimization, Indianapolis, pp. 1-6 (2001)
15. Eusuff, M.M., Lansey, K.E.: Optimization of Water Distribution Network Design Using the Shuffled Frog Leaping Algorithm. Journal of Water Resource Planning and Management (2003)
16. Eusuff, M.M., Lansey, K.E., Pasha, F.: Shuffled Frog-Leaping Algorithm: A Memetic Meta-heuristic for Discrete Optimization. Engineering and Technology, Mathematics and Optimization 38(2), 129-154 (2006)
17. Duan, Q., Gupta, V.K., Sorooshian, S.: A Shuffled Complex Evolution Approach for Effective and Efficient Global Minimization. Optimization Theory and Application 76(3), 501-521 (1993)
18. Duan, Q., Sorooshian, S., Gupta, V.K.: Effective and Efficient Global Optimization for Conceptual Rainfall-Runoff Models. Water Resources Research 28(4), 1031-1051 (1992)