Golden jackal optimization: A novel nature-inspired optimizer for engineering applications

Expert Systems with Applications, Journal Year: 2022, Volume and Issue: 198, P. 116924 - 116924

Published: March 18, 2022

Language: Английский

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An Overview of Variants and Advancements of PSO Algorithm

Applied Sciences, Journal Year: 2022, Volume and Issue: 12(17), P. 8392 - 8392

Published: Aug. 23, 2022

Particle swarm optimization (PSO) is one of the most famous swarm-based techniques inspired by nature. Due to its properties flexibility and easy implementation, there an enormous increase in popularity this nature-inspired technique. has gained prompt attention from every field researchers. Since origin 1995 till now, researchers have improved original varying ways. They derived new versions it, such as published theoretical studies on various parameters PSO, proposed many variants algorithm numerous other advances. In present paper, overview PSO presented. On hand, basic concepts are explained, advances relation including modifications, extensions, hybridization, analysis, included.

Language: Английский

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Osprey optimization algorithm: A new bio-inspired metaheuristic algorithm for solving engineering optimization problems

Frontiers in Mechanical Engineering, Journal Year: 2023, Volume and Issue: 8

Published: Jan. 20, 2023

This paper introduces a new metaheuristic algorithm named the Osprey Optimization Algorithm (OOA), which imitates behavior of osprey in nature. The fundamental inspiration OOA is strategy ospreys when hunting fish from seas. In this strategy, hunts prey after detecting its position, then carries it to suitable position eat it. proposed approach two phases exploration and exploitation mathematically modeled based on simulation natural during process. performance has been evaluated optimization twenty-nine standard benchmark functions CEC 2017 test suite. Furthermore, compared with twelve well-known algorithms. results show that provided superior competitor algorithms by maintaining balance between exploitation. addition, implementation twenty-two real-world constrained problems 2011 suite shows high capability optimizing applications.

Language: Английский

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Mountain Gazelle Optimizer: A new Nature-inspired Metaheuristic Algorithm for Global Optimization Problems

Advances in Engineering Software, Journal Year: 2022, Volume and Issue: 174, P. 103282 - 103282

Published: Oct. 29, 2022

Language: Английский

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Zebra Optimization Algorithm: A New Bio-Inspired Optimization Algorithm for Solving Optimization Algorithm

IEEE Access, Journal Year: 2022, Volume and Issue: 10, P. 49445 - 49473

Published: Jan. 1, 2022

In this paper, a new bio-inspired metaheuristic algorithm called Zebra Optimization Algorithm (ZOA) is developed; its fundamental inspiration the behavior of zebras in nature. ZOA simulates foraging and their defense strategy against predators' attacks. The steps are described then mathematically modeled. performance optimization evaluated on sixty-eight benchmark functions, including unimodal, high-dimensional multimodal, fixed-dimensional CEC2015, CEC2017. results obtained from compared with nine well-known algorithms. simulation show that can solve problems by creating suitable balance between exploration exploitation has superior to competitor ZOA's ability real-world been tested four engineering design problems, namely, tension/compression spring, welded beam, speed reducer, pressure vessel. an effective optimizer determining values variables these

Language: Английский

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Nutcracker optimizer: A novel nature-inspired metaheuristic algorithm for global optimization and engineering design problems

Knowledge-Based Systems, Journal Year: 2023, Volume and Issue: 262, P. 110248 - 110248

Published: Jan. 3, 2023

Language: Английский

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Starling murmuration optimizer: A novel bio-inspired algorithm for global and engineering optimization

Computer Methods in Applied Mechanics and Engineering, Journal Year: 2022, Volume and Issue: 392, P. 114616 - 114616

Published: Feb. 12, 2022

Language: Английский

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Advances in Sparrow Search Algorithm: A Comprehensive Survey

Archives of Computational Methods in Engineering, Journal Year: 2022, Volume and Issue: 30(1), P. 427 - 455

Published: Aug. 22, 2022

Language: Английский

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Spider wasp optimizer: a novel meta-heuristic optimization algorithm

Artificial Intelligence Review, Journal Year: 2023, Volume and Issue: 56(10), P. 11675 - 11738

Published: March 13, 2023

Language: Английский

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Fick’s Law Algorithm: A physical law-based algorithm for numerical optimization

Knowledge-Based Systems, Journal Year: 2022, Volume and Issue: 260, P. 110146 - 110146

Published: Nov. 29, 2022

Language: Английский

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