A hybrid swarm intelligent method based on genetic algorithm and artificial bee colony

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

Volumn 6145 LNCS, Issue PART 1, 2010, Pages 558-565

  Zhao, Haiyan ^a   Pei, Zhili ^a,b   Jiang, Jingqing ^a   Guan, Renchu ^b   Wang, Chaoyong ^c   Shi, Xiaohu ^b,d  

^a INNER MONGOLIA UNIVERSITY FOR NATIONALITIES   (China)

^b JILIN UNIVERSITY   (China)

^c Department of Mechanical and Electronic Engineering   (China)

^d NANJING UNIVERSITY   (China)

Author keywords

artificial bee colony; genetic algorithm; optimization problem; Swarm intelligence

Indexed keywords

ABC METHOD; BENCHMARK FUNCTIONS; GENETIC-ALGORITHM OPTIMIZATIONS; NUMERICAL RESULTS; PARALLEL COMPUTATION; SHARING INFORMATION; SIMPLE GA; SWARM INTELLIGENCE; SWARM INTELLIGENT;

CELLULAR AUTOMATA; NUMERICAL ANALYSIS; OPTIMIZATION;

GENETIC ALGORITHMS;

EID: 77954653149     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13495-1_68     Document Type: Conference Paper

References (16)

1. Bonabeau, E., Dorigo, M., Theraulaz, G.: Swarm Intelligence: From Natural to Artificial Systems. Oxford University Press, NY (1999)
2. Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of the IEEE International Conference on Neural Networks, Perth, Australia, vol. (4), pp. 1942-1948. IEEE Service Center, Piscataway (1995)
3. Dorigo, M.: Optimization, Learning and Natural Algorithms (in Italian). PhD thesis, Dipartimento di Elettronica, Politecnico di Milano, Italy, 140 (1992)
4. Karaboga, D.: An idea based on honey bee swarm for numerical optimization. Technical Report TR06, Erciyes University, Engineering Faculty, Computer Engineering Department (2005)
5. Basturk, B., Karaboga, D.: An artificial bee colony (abc) algorithm for numeric function optimization. In: IEEE Swarm Intelligence Symposium 2006, Indianapolis, Indiana, USA (May 2006)
6. Karaboga, D., Basturk, B.: A powerful and efficient algorithm for numerical function optimization: Artificial bee colony (abc) algorithm. Journal of Global Optimization 39(3), 459-471 (2007) (Pubitemid 47551831)
7. Karaboga, D., Basturk, B.: On the performance of artificial bee colony (abc) algorithm. Applied Soft Computing 8(1), 687-697 (2008)
8. Karaboga, D., Akay, B.A.: Comparative Study of Artificial Bee Colony Algorithm. Applied Mathematics and Computation 214(1), 108-132 (2009)
9. Karaboga, D., Basturk, B.: Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems. In: Melin, P., Castillo, O., Aguilar, L.T., Kacprzyk, J., Pedrycz, W. (eds.) IFSA 2007. LNCS (LNAI), vol. 4529, pp. 789-798. Springer, Heidelberg (2007)
10. Wong, L.P., Chong, C.S.: An Efficient Bee Colony Optimization Algorithm for Traveling Salesman Problem using Frequency-based Pruning. In: Proceeding of the IEEE International Conference on Industrial Informatics, INDIN, pp. 775-782 (2009)
11. Chong, C.S., Low, M.Y.H., Sivakumar, A.I., Gay, K.L.: A Bee Colony Optimization Algorithm to Job Shop Schedule. In: Proceedings of the Winter Simulation Conference, pp. 1954-1961 (2006)
12. Fathian, M., Amiri, B., Maroosi, A.: Application of honey-bee mating optimization algorithm on clustering. Applied Mathematics and Computation 190, 1502-1513 (2007)
13. Kang, F., Li, J.J., Xu, Q.: Structural inverse analysis by hybrid simplex artificial bee colony algorithms. Computers and Structures 87, 861-870 (2009)
14. Karaboga, D., Akay, B.A.: A survey: algorithms simulating bee swarm intelligence. Artif. Intell. Rev. 31, 61-85 (2009)
15. Holland, J.H.: Adaptation in Natural and Artificial System. The University of Michigan Press, Ann Arbor (1975)
16. Goldberg, D.E.: Genetic Algorithms in Search, Optimization & Machine Learning. Addison-Wesley, Reading (1989)