Search Results - "Optimization Algorithm"

The Arithmetic Optimization Algorithm by Abualigah, Laith, Diabat, Ali, Mirjalili, Seyedali, Abd Elaziz, Mohamed, Gandomi, Amir H.

“…This work proposes a new meta-heuristic method called Arithmetic Optimization Algorithm (AOA) that utilizes the distribution behavior of the main arithmetic…”
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A conceptual and practical comparison of PSO-style optimization algorithms by Tharwat, Alaa, Schenck, Wolfram

“…Optimization algorithms are widely employed for finding optimal solutions in many applications. Stochastic optimization algorithms including nature-inspired…”
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The defect of the Grey Wolf optimization algorithm and its verification method by Niu, Peifeng, Niu, Songpeng, liu, Nan, Chang, Lingfang

“…Grey wolf optimization algorithm (GWO) is a new meta-heuristic optimization technology. Its principle is to imitate the behavior of grey wolves in nature to…”
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NGBoost-based prediction of carbonation in Alkali-activated slag concrete enhanced by metaheuristic algorithms by Chen, Yun, Fu, Qianwang, Zheng, Wenbo

“…Concrete carbonation represents a critical deterioration mechanism that significantly compromises the long-term structural integrity of reinforced concrete…”
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A cooperative hybrid breeding swarm intelligence algorithm for feature selection by Mei, Mengqing, Zhang, Songsong, Ye, Zhiwei, Wang, Mingwei, Zhou, Wen, Yang, Jia, Zhang, Jixin, Yan, Lingyu, Shen, Jun

“…Feature selection (FS) is critical for reducing dimensionality and enhancing model accuracy but remains challenging in high-dimensional datasets. Metaheuristic…”
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A New Arithmetic Optimization Algorithm for Solving Real-World Multiobjective CEC-2021 Constrained Optimization Problems: Diversity Analysis and Validations by Premkumar, Manoharan, Jangir, Pradeep, Kumar, Balan Santhosh, Sowmya, Ravichandran, Alhelou, Hassan Haes, Abualigah, Laith, Yildiz, Ali Riza, Mirjalili, Seyedali

“…In this paper, a new Multi-Objective Arithmetic Optimization Algorithm (MOAOA) is proposed for solving Real-World constrained Multi-objective Optimization…”
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Boosted sooty tern optimization algorithm for global optimization and feature selection by Houssein, Essam H., Oliva, Diego, Çelik, Emre, Emam, Marwa M., Ghoniem, Rania M.

“…Feature selection (FS) represents an optimization problem that aims to simplify and improve the quality of highly dimensional datasets through selecting…”
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Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms by Adnan, Rana Muhammad, Mostafa, Reham R., Islam, Abu Reza Md. Towfiqul, Kisi, Ozgur, Kuriqi, Alban, Heddam, Salim

“…•Two novel algorithms, WCA and MFO with ANFIS are examined in modeling monthly ETo.•ANFIS-WCAMFO enhances the performance in RMSE in comparison of standalone…”
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Hybrid whale optimization algorithm with gathering strategies for high-dimensional problems by Zhang, Xinming, Wen, Shaochen

“…•A novel two-stage individual-based Whale Optimization Algorithm is proposed.•Opposition learning and grey wolf optimizer are added to raise solution…”
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Three-learning strategy particle swarm algorithm for global optimization problems by Zhang, Xinming, Lin, Qiuying

“…[Display omitted] •A med-point-example learning strategy is proposed to get stronger exploitation.•A random learning strategy is introduced to obtain stronger…”
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Improved Whale Optimization Algorithm for Transient Response, Robustness, and Stability Enhancement of an Automatic Voltage Regulator System by Habib, Salman, Abbas, Ghulam, Jumani, Touqeer A., Bhutto, Aqeel Ahmed, Mirsaeidi, Sohrab, Ahmed, Emad M.

“…The proportional integral derivative (PID) controller is one of the most robust and simplest configuration controllers used for industrial applications…”
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Heap-based optimizer inspired by corporate rank hierarchy for global optimization by Askari, Qamar, Saeed, Mehreen, Younas, Irfan

“…•Heap-based optimizer (HBO) inspired by corporate rank hierarchy (CRH) is proposed.•HBO utilizes heap to map the hierarchy and model equations for 3 CRH…”
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New binary whale optimization algorithm for discrete optimization problems by Hussien, Abdelazim G., Hassanien, Aboul Ella, Houssein, Essam H., Amin, Mohamed, Azar, Ahmad Taher

“…The whale optimization algorithm (WOA) is an intelligence-based technique that simulates the hunting behaviour of humpback whales in nature. In this article,…”
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Genetic algorithms as classical optimizer for the Quantum Approximate Optimization Algorithm by Acampora, Giovanni, Chiatto, Angela, Vitiello, Autilia

“…Optimization is one of the research areas where quantum computing could bring significant benefits. In this scenario, a hybrid quantum–classical variational…”
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Secretary bird optimization algorithm: a new metaheuristic for solving global optimization problems by Fu, Youfa, Liu, Dan, Chen, Jiadui, He, Ling

“…This study introduces a novel population-based metaheuristic algorithm called secretary bird optimization algorithm (SBOA), inspired by the survival behavior…”
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A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection by Abdel-Basset, Mohamed, El-Shahat, Doaa, El-henawy, Ibrahim, de Albuquerque, Victor Hugo C., Mirjalili, Seyedali

“…•Anew Grey Wolf Optimizer algorithm with a Two-phase Mutation (TMGWO) is proposed.•Wrapper-based feature selection techniques are proposed using TMGWO…”
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A novel UAV path planning approach: Heuristic crossing search and rescue optimization algorithm by Zhang, Chaoqun, Zhou, Wenjuan, Qin, Weidong, Tang, Weidong

“…Unmanned aerial vehicle (UAV) path planning plays an important role in the flight process of an UAV, which needs an effective algorithm to deal with UAV path…”
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Parameter identification of solar cells using improved Archimedes Optimization Algorithm by Krishnan, Harvin, Islam, Muhammad Shafiqul, Ahmad, Mohd Ashraf, Rashid, Muhammad Ikram Mohd

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Binary butterfly optimization approaches for feature selection by Arora, Sankalap, Anand, Priyanka

“…•Two binary variants of the butterfly optimization algorithm (BOA) are proposed.•Two transfer functions are used to map the continuous search space to discrete…”
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A combinatorial social group whale optimization algorithm for numerical and engineering optimization problems by Aala Kalananda, Vamsi Krishna Reddy, Komanapalli, Venkata Lakshmi Narayana

“…This article presents two new hybrid swarm-human based meta-heuristic optimization algorithms benefitting from the synergy of whale optimization algorithm…”
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