The whirlpool algorithm based on physical phenomenon for solving optimization problems

Abstract

Purpose This paper aims to propose a novel nature-inspired optimization algorithm, called whirlpool algorithm (WA), which imitates the physical phenomenon of whirlpool. Design/methodology/approach The idea of this algorithm stems from the fact that the whirlpool has a descent direction and a vertex. Findings WA is tested with two types of models: 29 typical mathematical optimization models and three engineering problems (tension/compression spring design, welded-beam design, pressure vessel design). Originality/value The results shown that the WA is vying compared to the state-of-art algorithms likewise conservative approaches.

Nature-Inspired Algorithms from Oceans to Space: A Comprehensive Review of Heuristic and Meta-Heuristic Optimization Algorithms and Their Potential Applications in Drones

“…In this group, the flow regime algorithm (FRA) can also be noted, which was inspired by classical fluid mechanics and flow regimes [363]. The last example in this group is the whirlpool algorithm (WA) which was developed based on the fact that the whirlpool has a descent direction and a vertex [364].…”

Analyzing COVID-19 virus based on enhanced fragmented biological Local Aligner using improved Ions Motion Optimization algorithm

“…MA are stochastic algorithms based on search methodology inspired by nature, animals, and physics phenomena to find the optimal solution. Common and recent released MA, for example, Sine–Cosine Optimization Algorithm [19] , Particle Swarm Optimization [20] , Volleyball premier league algorithm [21] , Lightning Attachment Procedure Optimization [22] , Lightning search algorithm [23] Electron radar search algorithm [24] , The Whirlpool Algorithm [25] and Squirrel Search Algorithm for optimization [26] .…”

Νοήμονες Υπολογιστικές Μέθοδοι Εμπνευσμένες Από Τον Φυσικό Κόσμο Για Την Βελτιστοποίηση Συστημάτων

“…Αλγόριθμος Αναζήτησης Δίνης Vortex Search Algorithm (Doğan and Ölmez, 2015) Αλγόριθμος Αναζήτησης Κεραυνών Lightning Search Algorithm (Shareef, Ibrahim and Mutlag, 2015) Αλγόριθμος Βελτιστοποίησης Βροχόπτωσης Rainfall Optimization Algorithm (Aghay Kaboli, Selvaraj and Rahim, 2017) Αλγόριθμος Βελτιστοποίησης Κρυσταλλικής Ενέργειας Crystal Energy Optimization Algorithm (Feng, Ma and Yu, 2016) Αλγόριθμος Ηλεκτροστατικής Εκφόρτισης Electrostatic Discharge Algorithm (H. R. E. H. Bouchekara, 2019) Αλγόριθμος Κύκλου του Νερού Water Cycle Algorithm (Eskandar et al, 2012) Αλγόριθμος Κύκλου του Νερού Hydrological Cycle Algorithm (Wedyan, Whalley and Narayanan, 2017) Αλγόριθμος Τεχνητής Στάλας Artificial Raindrop Algorithm (Jiang et al, 2014) Αλγόριθμος Τεχνητού Καταιωνιστήρα Ύδατος Artificial Showering Algorithm (Ali et al, 2015) Αλγόριθμος Υδάτινης Δίνης Whirlpool Algorithm (Zou, 2019) Βελτιστοποίηση βασισμένη στον Τυφώνα Hurricane-based Optimization (Rbouh and Imrani, 2014) Βελτιστοποίηση Διαδικασίας Σύνδεσης Κεραυνών Lightning Attachment Procedure Optimization (Nematollahi, Rahiminejad and Vahidi, 2017) Βελτιστοποίηση Δυναμικής Ανέμων Wind Driven Optimization (Z. Bayraktar, M. Komurcu and D. H. Werner, 2010) Βελτιστοποίηση Εξάτμισης Υδάτων Water Evaporation Optimization (Kaveh and Bakhshpoori, 2016) Βελτιστοποίηση Μοντέλου Ατμοσφαιρικών Σύννεφων Atmosphere Clouds Model Optimization (Yan and Hao, 2013) Βελτιστοποίηση Πυρηνικής Αντίδρασης Nuclear Reaction Optimization (Z.…”