Chaotic hybrid algorithm and its application in circle detection

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

Volumn 6024 LNCS, Issue PART 1, 2010, Pages 302-311

  Wu, Chun Ho ^a   Dong, Na ^a,b   Ip, Wai Hung ^a   Chan, Ching Yuen ^a   Yung, Kei Leung ^a   Chen, Zeng Qiang ^b  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b NANKAI UNIVERSITY   (China)

Author keywords

Chaos; Circle Detection; GA; Multimodal Optimization; PSO

Indexed keywords

CHAOS THEORY; CHAOTIC SYSTEMS; GALLIUM; PARTICLE SWARM OPTIMIZATION (PSO);

CHAOTIC DYNAMICS; CIRCLE DETECTION; CROSSOVER AND MUTATION; HYBRID ALGORITHMS; ITS APPLICATIONS; MULTI-MODAL OPTIMIZATION; MULTIMODAL PROBLEMS; POSITION UPDATING;

GENETIC ALGORITHMS;

EID: 77952413159     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-12239-2_31     Document Type: Conference Paper

References (13)

1. Angeline, P.: Evolutionary Optimization Versus Particle Swarm Optimization: Philosophy and Performance Differences. In: Porto, V.W., Waagen, D. (eds.) EP 1998. LNCS, vol.1447, pp. 601-610. Springer, Heidelberg (1998)
2. Eberhart, R., Shi, Y.: Comparison between Genetic Algorithms and Particle Swarm Optimization. In: Porto, V.W., Saravanan, N., Waagen, D., Eiben, A.E. (eds.) EP 1998. LNCS, vol.1447, pp. 611-616. Springer, Heidelberg (1998)
3. Settles, M., Soule, T.: Breeding Swarms: a GA/PSO Hybrid. In: The Genetic and Evolutionary Computation Conference (GECCO 2005), pp. 161-168. ACM, New York (2005)
4. Wong, K.W., Kwok, S.H., Law, W.S.: A Fast Image Encryption Scheme Based on Chaotic Standard Map. Phys. Lett. A. 372, 2645-2652 (2008)
5. Lu, Z., Shieh, L.S., Chen, G.R.: On Robust Control of Uncertain Chaotic Systems: a Sliding Mode Synthesis via Chaotic Optimization. Chaos, Solitons Fractals 18, 819-827 (2003)
6. Li, B., Jiang, W.S.: Optimizing Complex Functions by Chaos Search. Int. J. Cybern. Syst. 29(4), 409-419 (1998)
7. Petalas, Y.G., Antonopoulos, C.G., Bountis, T.C., Vrahatis, M.N.: Detecting Resonances in Conservative Maps Using Evolutionary Algorithms. Phys. Lett. A 373, 334-341 (2009)
8. Goldberg, D.E., Richardson, J.: Genetic Algorithms with Sharing for Multimodal Function Optimization. In: Proc. 2nd International Conference on Genetic Algorithms (ICGA), pp. 41-49 (1987)
9. Parrott, D., Li, X.: Locating and Tracking Multiple Dynamic Optima by a Particle Swarm Model Using Speciation. IEEE Trans. Evol. Comput. 10(4), 440-457 (2006)
10. Lam, W., Yuen, S.: Efficient Techniques for Circle Detection Using Hypothesis Filtering and Hough Transform. IEE Proc. Visual Image Signal Proc. 143(5), 292-300 (1996)
11. Rosin, P.L., Nyongesa, H.O.: Combining Evolutionary, Connectionist, and Fuzzy Classification Algorithms for Shape Analysis. In: Cagnoni, S., et al. (eds.) EvoWorkshops 2000. LNCS, vol.1803, pp. 87-96. Springer, Heidelberg (2000)
12. Victor, A.R., Carlos, H.G.C., Arturo, P.G., Raul, E.S.Y.: Circle Detection on Images Using Genetic Algorithms. Pattern Recognit. Lett. 27(6), 652-657 (2006)
13. Zhang, H., Shen, J.H., Zhang, T.N., Li, Y.: An Improved Chaotic Particle Swarm Optimization and Its Application in Investment. In: Proc. International Symposium on Computational Intelligence and Design, vol.1, pp. 124-128 (2008)