Assist. Prof. Dr.

Jul 12, 2021 - Present

An Optimization Algorithm Based on Multi-free Dynamic Schema of Chromosomes

Sep 5, 2019

Journal Advances in Intelligent Systems and Computing

publisher Springer

DOI https://link.springer.com/chapter/10.1007/978-3-030-30604-5_13

Issue ISAT 2019

Volume 1051

In this work, continuing the line of research from our previous papers [1,2,3,4], we further explore the notion of a schema in evolutionary algorithms and its role in finding global optima in numerical optimization problems. We present another optimization algorithm called Multi-Free Dynamic Schema (MFDS) which differs from the Free Dynamic Schema (FDS) algorithm introduced in [6] because in the MFDS the free dynamic schema operator is applied six times to different groups of chromosomes. The results of numerical experiments show that this change speeds up the search for a global optimum for most of the test problems.

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