The application of improved evolutionary strategy algorithm in optimization | IEEE Conference Publication | IEEE Xplore

The application of improved evolutionary strategy algorithm in optimization


Abstract:

In this paper, improved evolutionary strategy algorithm is combined with evolutionary strategy algorithm and the simulated annealing algorithm to deal with the optimizati...Show More

Abstract:

In this paper, improved evolutionary strategy algorithm is combined with evolutionary strategy algorithm and the simulated annealing algorithm to deal with the optimization of differentiable function and non-differentiable function. In the improved evolutionary strategy algorithm , the simulated annealing algorithm is dissolved into evolutionary strategy as an operator, giving full play to the advantages of the simulated annealing algorithm and evolutionary strategy to effectively solve the sensitivity and inefficiency in the traditional algorithm. The numerical simulation results show that it has good convergence and reliability, a higher convergence speed and accuracy as well as a good adaptability for solving optimization problems.
Date of Conference: 15-17 July 2012
Date Added to IEEE Xplore: 24 November 2012
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Conference Location: Xi'an, China

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