Artificial physics optimisation: A brief survey

International Journal of Bio-Inspired Computation

Volumn 2, Issue 5, 2010, Pages 291-302

  Xie, Liping ^a   Tan, Ying ^a   Zeng, Jianchao ^a   Cui, Zhihua ^a  

^a TAIYUAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

APO; Artificial physics optimisation; Global optimisation; Physicomimetics; Swarm intelligent; Virtual force

Indexed keywords

GLOBAL OPTIMIZATION; TOPOLOGY;

GLOBAL OPTIMISATION; OPTIMISATIONS; PHYSICOMIMETICS; SWARM INTELLIGENT; VIRTUAL FORCES;

ARTIFICIAL INTELLIGENCE;

EID: 79960357941     PISSN: 17580366     EISSN: 17580374     Source Type: Journal    
DOI: 10.1504/IJBIC.2010.036155     Document Type: Article

References (23)

1. Birbil, S.I. and Fang, S-C. (2003)'An electromagnetism-like mechanism for global optimization', Journal of Global Optimozation, Vol. 25, No.3, pp.263-282.
2. Bonabeau, E., Dorigo, M. and Theraulaz, G. (1999) Intelligence: from Natural to Artificial Intelligence, Oxford University Press, New York, NY.
3. Eberhart, R. and Kennedy, J. (1995)'New optimizer using particle swarm theory', Proceedings of the Sixth International Symposium on Micro Machine and Human Science, IEEE CS Press, Nagoya, Japan, pp.39-43.
4. Formato, R.A. (2008)'Central force optimization: a new nature inspired computational framework for multidimensional search and optimization', Nature Inspired Cooperative Strategies for Optimization (NICSO), Vol. 129, pp.221-238.
5. Kennedy, J. and Eberhart, R. (1995)'Particle swarm optimization', Proceedings of ICNN'95 - IEEE International Conference on Neural Networks, IEEE CS Press, Perth, WA, Australia, pp.1942-1948.
6. Kerr, W., Spears, D.F., Spears, W.M. et al. (2005)'Two formal gas models for multi-agent sweeping and obstacle avoidance', Lecture Notes in Artificial Intelligence, Vol. 3228, pp.111-130. (Pubitemid 41420072)
7. Kirkpatrick, S.C. and Vecchi, M. (1983)'Optimization by simulated annealing', Science, Vol. 220, No. 4598, pp.671-680.
8. Mo, S.M. and Zeng, J.C. (2009)'Performance analysis of the artificial physics optimization algorithm with simple neighborhood topologies', 2009 International Conference on Computational Intelligence and Security, December, pp155-160.
9. Rocha, A.M.A.C. and Fernandes, E.M.G.P. (2008)'On charge effects to the electromagnetism-like algorithm', The 20th International Conference, EURO Mini Conference'Continuous Optimization and Knowledge-Based Technologies'(EurOPT- 2008), Vilnius Gediminas Technical University Publishing House'Technika', pp.198-203.
10. Shah-Hosseini, H. (2009)'The intelligent water drops algorithm: a nature-inspired swarm-based optimization algorithm', Int. J. Bio-Inspired Computation, Vol. 1, Nos. 1/2, pp.71-79.
11. Spears, D.F., Kerr, W. and Spears, W.F. (2006)'Physics-based robots swarms for coverage problems', International Journal on Intelligent Control and Systems, Vol. 11, No. 3, pp.11-23.
12. Spears, D.F., Kerr, W. et al. (2005a)'An overview of Physicomimetics', Lecture Notes in Computer Science-State of the Art Series, Vol. 3324, pp.84-97. (Pubitemid 41191107)
13. Spears, W.M., Heil, R., Spears, D.F. and Zarzhitsky, D. (2004b)'Physicomimetics for mobile robot formations', Proceedings of the Third International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS-04), New York, USA, Vol. 3, pp.1528-1529.
14. Wang Y. and Zeng, J.C. (2010)'A multi-objective optimization algorithm based on artificial physics optimization', Control and Decision, Vol. 25, No. 8.
15. Xie, L.P. and Zeng, J.C. (2009a)'The performance analysis of artificial physics optimization algorithm driven by different virtual forces', ICIC Express Letters (ICIC-EL), Vol. 4, No. 1, pp.239-244.
16. Xie, L.P. and Zeng, J.C. (2009b)'A global optimization based on physicomimetics framework', The 2009 World Summit on Genetic and Evolutionary Computation (2009 GEC Summit), Shanghai, pp.609-616.
17. Xie, L.P. and Zeng, J.C. (2009c)'An extended artificial physics optimization algorithm for global optimization problems', Fourth International Conference on Innovative Computing, Information and Control (ICICIC 2009), Kaohsiung, Taiwan, December.
18. Xie, L.P. and Zeng, J.C. (2009d)'Physicomimetics for swarm robots search', Patter Recognition and Artificial Intelligence, Vol. 22, No. 4, pp.647-652.
19. Xie, L.P., Tan Y. and Zeng, J.C. (2010)'The convergence analysis and parameter selection of artificial physics optimization algorithm', The 2010 International Conference on Modelling, Identification and Control, Okayama, Japan, July, Accepted.
20. Xie, L.P., Zeng, J.C. and Cui Z.H. (2009a)'General framework of artificial physics optimization algorithm', Proc. Of the World Congress on Nature and Biologically Inspired Computing (NaBIC'09), Coimbatore, India, December, pp.1321-1326.
21. Xie, L.P., Zeng, J.C. and Cui Z.H. (2009b)'Using artificial physics to solve global optimization problems', The 8th IEEE International Conference on Cognitive Informatics (ICCI'09), Hongkong, pp.502-508.
22. Xie, L.P., Zeng, J.C. and Cui Z.H. (2009c)'On mass effects to artificial physics optimization algorithm for global optimization problems', International Journal of Innovative Computing and Applications(IJICA), Vol. 2, No. 2, pp.69-76.
23. Xie, L.P., Zeng, J.C. and Cui Z.H. (2009d)'The vector model of artificial physics optimization algorithm for global optimization problems', The 10th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 09), Spain, September, pp.610-617.