Whale Optimization Algorithm (WOA) (History and main idea) The whale optimization algorithm (WOA) is a novel meta- heuristics algorithm proposed by Mirjalili at. ScienceDirect ® is a registered trademark of Elsevier B.V.Copyright © 2016 Elsevier Ltd. All rights reserved.ScienceDirect ® is a registered trademark of Elsevier B.V. Whale optimization algorithm (WOA) is a recent ... [Show full abstract] bio-inspired algorithm, which is competitive to other swarm based algorithms. This algorithm includes three operators to simulate the search for prey, encircling prey, and bubble-net foraging behavior of humpback whales. WOA is a simple, robust and swarm based stochastic optimization algorithm. WOA is tested with 29 mathematical optimization problems and 6 structural design problems. The algorithm is inspired by the bubble-net hunting strategy. Optimization is an important tool in making decisions and in analysing physical systems. The Whale Optimization Algorithm (WOA) is a new optimization technique for solving optimization problems. The paper discusses the Whale Optimization Algorithm (WOA), and its applications in different fields. The Whale Optimization Algorithm inspired by humpback whales is proposed.The WOA algorithm is benchmarked on 29 well-known test functions.The results on the unimodal functions show the superior exploitation of WOA.The exploration ability of WOA is confirmed by the results on multimodal functions.The results on structural design problems confirm the performance of WOA in practice. The algorithm is inspired by the bubble-net hunting strategy. el WOA is a population based method WOA simulate bubble-net attacking method of the humpback whales … Population-based WOA has an ability to avoid local optima and get a global optimal solution. Nonetheless, no survey search work has been conducted on WOA.

By continuing you agree to the Copyright © 2020 Elsevier B.V. or its licensors or contributors. • The whale optimization algorithm (WOA) is a nature-inspired metaheuristic optimization algorithm, which was proposed by Mirjalili and Lewis in 2016. ScienceDirect ® is a registered trademark of Elsevier B.V.Copyright © 2016 Elsevier Ltd. All rights reserved.ScienceDirect ® is a registered trademark of Elsevier B.V. • The WOA algorithm is benchmarked on 29 well-known test functions. Optimization results prove that the WOA algorithm is very competitive compared to the state-of-art meta-heuristic algorithms as well as conventional methods. The Whale Optimization Algorithm (WOA) is a new optimization technique for solving optimization problems. The source codes of the WOA algorithm are publicly available at We use cookies to help provide and enhance our service and tailor content and ads. This algorithm includes three operators to simulate the search for prey, encircling prey, and bubble-net foraging behavior of humpback whales. • The results on the unimodal functions show the superior exploitation of WOA. The source codes of the WOA algorithm are publicly available at We use cookies to help provide and enhance our service and tailor content and ads. The Whale Optimization Algorithm inspired by humpback whales is proposed. This algorithm has shown its ability to solve many problems. The proposed method (named as WOA, Whale Optimization Algorithm) included three operators to simulate the search for prey, encircling prey, and bubble-net foraging behavior of humpback whales. Optimization results prove that the WOA algorithm is very competitive compared to the state-of-art meta-heuristic algorithms as well as conventional methods. The Whale Optimization Algorithm inspired by humpback whales is proposed.The WOA algorithm is benchmarked on 29 well-known test functions.The results on the unimodal functions show the superior exploitation of WOA.The exploration ability of WOA is confirmed by the results on multimodal functions.The results on structural design problems confirm the performance of WOA in practice.This paper proposes a novel nature-inspired meta-heuristic optimization algorithm, called Whale Optimization Algorithm (WOA), which mimics the social behavior of humpback whales.

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