Search Results - "population based algorithm"

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm by Mirjalili, Seyedali

“…In this paper a novel nature-inspired optimization paradigm is proposed called Moth-Flame Optimization (MFO) algorithm. The main inspiration of this optimizer…”
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Pelican Optimization Algorithm: A Novel Nature-Inspired Algorithm for Engineering Applications by Trojovský, Pavel, Dehghani, Mohammad

“…Optimization is an important and fundamental challenge to solve optimization problems in different scientific disciplines. In this paper, a new stochastic…”
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SCA: A Sine Cosine Algorithm for solving optimization problems by Mirjalili, Seyedali

“…This paper proposes a novel population-based optimization algorithm called Sine Cosine Algorithm (SCA) for solving optimization problems. The SCA creates…”
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Gold rush optimizer. a new population-based metaheuristic algorithm by Zolfi, Kamran

“…Today’s world is characterised by competitive environments, optimal resource utilization, and cost reduction, which has resulted in an increasing role for…”
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A carnivorous plant algorithm for solving global optimization problems by Ong, Kok Meng, Ong, Pauline, Sia, Chee Kiong

“…In this study, a novel metaheuristic algorithm, namely, carnivorous plant algorithm (CPA), inspired by how the carnivorous plants adapting to survive in the…”
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Hybridizing sine cosine algorithm with differential evolution for global optimization and object tracking by Nenavath, Hathiram, Jatoth, Ravi Kumar

“…[Display omitted] •A novel Hybrid SCA-DE algorithm is introduced for global optimization and object tracking.•The proposed hybrid algorithm has better…”
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Chaotic gravitational constants for the gravitational search algorithm by Mirjalili, Seyedali, Gandomi, Amir H.

“…[Display omitted] •Chaotic maps have been embedded into Gravitational Search Algorithms (GSA) for the first time.•The problem of trapping in local minima in…”
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Gaining-sharing knowledge based algorithm for solving optimization problems: a novel nature-inspired algorithm by Mohamed, Ali Wagdy, Hadi, Anas A., Mohamed, Ali Khater

“…This paper proposes a novel nature-inspired algorithm called Gaining Sharing Knowledge based Algorithm (GSK) for solving optimization problems over continuous…”
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Grasshopper Optimization Algorithm: Theory, Variants, and Applications by Meraihi, Yassine, Gabis, Asma Benmessaoud, Mirjalili, Seyedali, Ramdane-Cherif, Amar

“…Grasshopper Optimization Algorithm (GOA) is a recent swarm intelligence algorithm inspired by the foraging and swarming behavior of grasshoppers in nature. The…”
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A comprehensive survey of sine cosine algorithm: variants and applications by Gabis, Asma Benmessaoud, Meraihi, Yassine, Mirjalili, Seyedali, Ramdane-Cherif, Amar

“…Sine Cosine Algorithm (SCA) is a recent meta-heuristic algorithm inspired by the proprieties of trigonometric sine and cosine functions. Since its introduction…”
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An efficient approach to parameter extraction of photovoltaic cell models using a new population-based algorithm by Słowik, Adam, Cpałka, Krzysztof, Xue, Yu, Hapka, Aneta

“…This article discusses the problem of accurate and efficient modeling of photovoltaic (PV) panels. It is a highly nonlinear problem. The following models were…”
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MAR-GSA: Mixed attraction and repulsion based gravitational search algorithm by Qian, Zhiqiang, Xie, Yongfang, Xie, Shiwen

“…As a population-based stochastic optimization algorithm, Gravitational Search Algorithm (GSA) has attracted numerous interests and has been applied in various…”
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Improving mutation strategies in differential evolution with a new pbest selection mechanism by Popič, Jan, Bošković, Borko, Brest, Janez

“…Differential evolution, which belongs to a group of population-based algorithms, has received a lot of research attention since its introduction in 1995. A…”
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WOA-TLBO: Whale optimization algorithm with Teaching-learning-based optimization for global optimization and facial emotion recognition by Vijaya Lakshmi, A., Mohanaiah, P.

“…The Whale Optimization Algorithm (WOA) is a recently developed algorithm that is based on the chasing mechanism of humpback whales. Benefiting from the unique…”
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Aphid–Ant Mutualism: A novel nature-inspired​ metaheuristic algorithm for solving optimization problems by Eslami, N., Yazdani, S., Mirzaei, M., Hadavandi, E.

“…Swarm intelligence algorithms, which are developed for solving complex optimization problems designed by focusing on simulating the social behavior of one…”
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Adaptive local landscape feature vector for problem classification and algorithm selection by Li, Yaxin, Liang, Jing, Yu, Kunjie, Chen, Ke, Guo, Yinan, Yue, Caitong, Zhang, Leiyu

“…Fitness landscape analysis is a data-driven technique to study the relationship between problem characteristics and algorithm performance by characterizing the…”
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Recent applications and advances of African Vultures Optimization Algorithm by Hussien, Abdelazim G., Gharehchopogh, Farhad Soleimanian, Bouaouda, Anas, Kumar, Sumit, Hu, Gang

“…The African Vultures Optimization Algorithm (AVOA) is a recently developed meta-heuristic algorithm inspired by the foraging behavior of African vultures in…”
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Adaptive recommendation model using meta-learning for population-based algorithms by Chu, Xianghua, Cai, Fulin, Cui, Can, Hu, Mengqi, Li, Li, Qin, Quande

“…To efficiently solve complex optimization problems, numerous population-based meta-heuristics and extensions have been developed. However, the performances of…”
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Population-based Algorithm Portfolios with automated constituent algorithms selection by Tang, Ke, Peng, Fei, Chen, Guoliang, Yao, Xin

“…Population-based Algorithm Portfolios (PAP) is an appealing framework for integrating different Evolutionary Algorithms (EAs) to solve challenging numerical…”
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A novel two-phase trigonometric algorithm for solving global optimization problems by Baskar, A., Xavior, M. Anthony, Jeyapandiarajan, P., Batako, Andre, Burduk, Anna

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