A new optimization algorithm based on chaos
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In this article, some methods are proposed for enhancing the converging velocity of the COA (chaos optimization algorithm) based on using carrier wave two times, which can greatly increase the speed and efficiency of the first carrier wave’s search for the optimal point in implementing the sophisticated searching during the second carrier wave is faster and more accurate. In addition, the concept of using the carrier wave three times is proposed and put into practice to tackle the multi-variables optimization problems, where the searching for the optimal point of the last several variables is frequently worse than the first several ones.
Key wordsChaos optimization algorithm (COA) Carrier wave two times Multi-variables optimization Carrier wave triple frequency
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- Li, B., Jiang, W.S., 1997. Chaos optimization method and its application. Control Theory and Applications, (4):613–615 (in Chinese).Google Scholar
- Wang, Z.L., Qiu, L., Fu, Q., Liang, C., 2002. Application of chaos optimization algorithm to non-linear costrained programming. Journal of North China Institute of Water Conservancy and Hydroelectric Power, (2):1–7 (in Chinese).Google Scholar
- Zhang, T., Wang, H.W., Wang, Z.C., 1999. Mutative scale chaos optimization algorithm and its application. Control and Decision, (3):285–288 (in Chinese).Google Scholar