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This paper proposed a modified chaotic ant swarm optimization under an effective termination condition. Numerical calculation verifies the validity of the modified algorithm. Simulation of the algorithm indicates that the algorithm can have a high-accuracy optimal solution. Through multiple chaotic searches, the modified algorithm gradually approaches the optimal solution which can be used to solve complex continuous domain optimization problem.
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Keywords:
- chaotic ant swarm optimization /
- optimization /
- numerical simulation
[1] Leandro d S C, Diego L d A B 2010 Exp. Syst. Appl. 37 4198
[2] Li Y Y, Wen Q Y, Li L X 2009 J. China Univ. Post. Telec. 16 58
[3] Cai J J, Li Q, Li L X, Peng H P, Yang Y X 2012 Int. J. Electr. Power Energy Syst. 34 154
[4] Li L X, Peng H P, Yang Y X, Wang X D 2007 Acta Phys. Sin. 56 0051 (in Chinese) [李丽香, 彭海朋, 杨义先, 王向东 2007 56 0051]
[5] Li L X, Peng H P, Yang Y X 2008 Acta Phys. Sin. 57 0703 (in Chinese) [李丽香, 彭海朋, 杨义先 2008 57 0703]
[6] Krzysztof S, Marco D 2008 Eur. J. Oper. Res. 185 1155
[7] Li Y Y, Wen Q Y, Li L X, Peng H P 2009 Chaos, Soliton. Fract. 42 880
[8] Wan M, Wang C, Li L X, Yang Y X 2012 Appl. Soft Comput. 12 2387
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[1] Leandro d S C, Diego L d A B 2010 Exp. Syst. Appl. 37 4198
[2] Li Y Y, Wen Q Y, Li L X 2009 J. China Univ. Post. Telec. 16 58
[3] Cai J J, Li Q, Li L X, Peng H P, Yang Y X 2012 Int. J. Electr. Power Energy Syst. 34 154
[4] Li L X, Peng H P, Yang Y X, Wang X D 2007 Acta Phys. Sin. 56 0051 (in Chinese) [李丽香, 彭海朋, 杨义先, 王向东 2007 56 0051]
[5] Li L X, Peng H P, Yang Y X 2008 Acta Phys. Sin. 57 0703 (in Chinese) [李丽香, 彭海朋, 杨义先 2008 57 0703]
[6] Krzysztof S, Marco D 2008 Eur. J. Oper. Res. 185 1155
[7] Li Y Y, Wen Q Y, Li L X, Peng H P 2009 Chaos, Soliton. Fract. 42 880
[8] Wan M, Wang C, Li L X, Yang Y X 2012 Appl. Soft Comput. 12 2387
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