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Performance comparison of pattern search, simulated annealing, genetic algorithm and jaya algorithm

Authors: Pandey, H.M., Rajput, M. and Mishra, V.

Journal: Advances in Intelligent Systems and Computing

Volume: 542

Pages: 377-384

ISSN: 2194-5357

DOI: 10.1007/978-981-10-3223-3_36

Abstract:

In this paper, we have shown the performance comparison of four powerful global optimization algorithms, namely Pattern Search, Simulated Annealing, Genetic Algorithm and Jaya Algorithm. All of these algorithms are used to find an optimum solution. The standard benchmark functions are utilized for the implementation. The results are collected and analyzed that helps to classify the algorithms according to their computational capability to solve the optimization problems.

Source: Scopus