Özbay, Feyza Altunbey Fırat Üniversitesi - Mühendislik Fakültesi - Yazılım Mühendisliği Bölümü, Turkey , Alataş, Bilal Fırat Üniversitesi - Mühendislik Fakültesi - Yazılım Mühendisliği Bölümü, Turkey

Review of Computational Intelligence Method Inspired from Behavior of Water

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Though the very successful search and optimization algorithms have been gained to literature; thedesign, development, and implementation of new techniques are an important task under philosophy of continuous improvement and always searching better in scientific fields. Furthermore, the single algorithm which provides the best results for every search and optimization problems hasn’t yet designed. That is why, continuously new computational intelligence optimization algorithms have been proposed or suggestions or additions to existing ones have been presented for effective solutions. Especially in recent years, with this awareness, researchers have gained new computational intelligence optimization algorithms to the literature and they have performed successful implementations. The most of the recommended algorithms are biological and physics‐based. In this study, three algorithms; Water Flow Algorithm, Water Cycle Algorithm, and Flow Like Water Algorithm, which are improved inspiring by the movements of waters have been examined in detail for the first time and analysis about the types of optimization problems which these algorithms give promising results is made on. In the literature, with different variants and optimized parameters of these relatively unknown and unimplemented algorithms, effective results have been expected to provide in search and optimization problems.

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Computational intelligence methods , Water movement , Optimization

Afyon Kocatepe University Journal Of Science an‎d Engineering

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