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Simulation Study of Swarm Intelligence Based on Life Evolution Behavior
Discrete Dynamics in Nature and Society, 2015 Swarm intelligence (SI) is a new evolutionary computation technology, and its performance efficacy is usually affected by each individual behavior in the swarm.
Yanmin Liu +5 more
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Function Optimization and Parameter Performance Analysis Based on Gravitation Search Algorithm
Algorithms, 2015 The gravitational search algorithm (GSA) is a kind of swarm intelligence optimization algorithm based on the law of gravitation. The parameter initialization of all swarm intelligence optimization algorithms has an important influence on the global ...
Jie-Sheng Wang, Jiang-Di Song
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[Retracted] Improvement and Optimization of Feature Selection Algorithm in Swarm Intelligence Algorithm Based on Complexity [PDF]
Complexity, 2021 The swarm intelligence algorithm simulates the behavior of animal populations in nature and is a new type of intelligent solution that is different from traditional artificial intelligence. Feature selection is a very common data dimensionality reduction method, which requires us to select the feature subset with the best evaluation criteria from the ...
Bingsheng Chen, Huijie Chen, Mengshan Li
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Intelligent discrete particle swarm optimization for multiprocessor task scheduling problem
Journal of Algorithms & Computational Technology, 2017 Discrete particle swarm optimization is one of the most recently developed population-based meta-heuristic optimization algorithm in swarm intelligence that can be used in any discrete optimization problems.
S Sarathambekai, K Umamaheswari
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Particle swarm optimization with composite particles in dynamic environments [PDF]
, 2010 This article is placed here with the permission of IEEE - Copyright @ 2010 IEEEIn recent years, there has been a growing interest in the study of particle swarm optimization (PSO) in dynamic environments.
Yang, S +3 more
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IEEE Access, 2020 Software reliability is estimated and predicted based on software reliability model and software failure data. As a new optimization method, swarm intelligence algorithm has been widely used in solving the parameter optimization of the model.
Li Zhen +3 more
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All Life, 2022 Facing the serious concern of global food security, this study focuses on the feasibility of improvements to food systems and predicts future changes. This study proposes a coordination evaluation index incorporating diverse indicators of different food ...
Xu Wang
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Truss Structure Optimization Based on Improved Chicken Swarm Optimization Algorithm
Advances in Civil Engineering, 2019 To improve the efficiency of the structural optimization design in truss calculation, an improved chicken swarm optimization algorithm was proposed for truss structure optimization.
Yancang Li, Shiwen Wang, Muxuan Han
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An island based hybrid evolutionary algorithm for optimization [PDF]
, 2008 This is a post-print version of the article - Copyright @ 2008 Springer-VerlagEvolutionary computation has become an important problem solving methodology among the set of search and optimization techniques. Recently, more and more different evolutionary
Yang, S +5 more
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Adaptive Rule-Base Influence Function Mechanism for Cultural Algorithm [PDF]
Journal of Advances in Computer Engineering and Technology, 2015 This study proposes a modified version of cultural algorithms (CAs) which benefits from rule-based system for influence function. This rule-based system selects and applies the suitable knowledge source according to the distribution of the solutions ...
Vahid Seydi Ghomsheh +2 more
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