Search Results - Particle swarm optimization algorithm with linear decreasing inertia weight

On the Performance of Linear Decreasing Inertia Weight Particle Swarm Optimization for Global Optimization by Arasomwan, Akugbe Martins, Adewumi, Aderemi Oluyinka

“…Linear decreasing inertia weight (LDIW) strategy was introduced to improve on the performance of the original particle swarm optimization (PSO…”
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Cognitive decision engine based on binary particles swarm optimization with non‐linear decreasing inertia weight by Shi, Chengzhuo, Dou, Zheng, Sangaiah, Arun Kumar, Wang, Jin

“…‐linear decreasing inertia‐weight (NDI‐BPSO) is presented. Our main goal is to solve the optimization problem of transmitter parameters in different wireless communication modes for cognitive radio systems (CRSs…”
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Particle Swarm Optimization Algorithm with Exponent Decreasing Inertia Weight and Stochastic Mutation by Hui-Rong Li, Yue-Lin Gao

“… It is shown by five representative benchmarks functionpsilas test that the improved algorithm is better than both a particle swarm optimization with linear decreasing inertia weight and a particle…”
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Improved Particle Swarm optimization Base on the Combination of Linear Decreasing and Chaotic Inertia Weights by Nkwanyana, Thamsanqa Bongani, Wang, Zenghui

“…Particle swarm optimization (PSO) is one of the uncomplicated optimization algorithm, but it also has its disadvantages, such as premature convergence…”
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An image registration approach to study the convergence of particle swarm optimization algorithm with non-linear inertia weight variation by Saxena, Sanjeev, Pohit, M.

“…Particle swarm optimization (PSO) algorithm is a swarm based metaheuristic method to solve multimodal optimization problems…”
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Study on inertia weight decreasing strategy of particle swarm optimization based on inverse coseca by Liu, Huiming, Liu, Yong, Zhen, Jiaqi

“… In, this paper, put forward a new improved particle swarm optimization (pso) algorithm, The nonlinear decreasing inertia weight by the CSC function strategy, at the same time…”
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Nonlinear Inertia Weigh Particle Swarm Optimization Combines Simulated Annealing Algorithm and Application in Function and SVM Optimization by Xu, Zhi Xiang, Jiao, Bin

“… It improves the iterative way of inertia weight in PSO, using non-linear decreasing algorithm to balance, then PSO combines with simulated annealing (SA…”
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Sensor Placement Optimization Based on an Improved Inertia and Adaptive Particle Swarm Algorithm During an Explosion by Ding, Yong-Hong, You, Wen-Bin

“…) algorithm is proposed to solve this problem. This work considers two new aspects: 1) the adaptive mutation mechanism and the inertia weight into classic particle swarm optimization (PSO) and 2…”
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Logarithm Decreasing Inertia Weight Particle Swarm Optimization Algorithms for Convolutional Neural Network by Murinto, Murinto, Rosyda, Miftahurrahma

“… This paper proposes an optimization of CNN parameters using logarithm decreasing inertia weight (LogDIW…”
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A Particle Swarm Optimization Algorithm with Logarithm Decreasing Inertia Weight and Chaos Mutation by Gao, Yue-lin, An, Xiao-hui, Liu, Jun-min

“… The experiments demonstrate that the new algorithm is better than the particle swarm optimization with linearly decreasing inertia weight not only in convergence speed…”
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Autonomous Groups Particle Swarm Optimization Algorithm Based On Exponential Decreasing Inertia Weight

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A Linear Decreasing Inertia Weight Particle Swarm Optimization Base on a K-means Clustering Chaotic Sampling for Antenna Design by Qin, Peng-Fei, Li, Wen-Hao, Wang, Dong, Huang, Guan-Long, Fan, Wei, Sim, Chow-Yen-Desmond

“…This paper presents a K -means clustering chaotic sampling linear decreasing inertia weight particle swarm optimization (KCS-LDIWPSO…”
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Radial Basis Function Neural Network Based on an Improved Exponential Decreasing Inertia Weight-Particle Swarm Optimization Algorithm for AQI Prediction by Lu, Jinna, Bai, Yanping, Hu, Hongping

“…This paper proposed a novel radial basis function (RBF) neural network model optimized by exponential decreasing inertia weight particle swarm optimization (EDIW-PSO…”
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On Some Non-linear Decreasing Inertia Weight Strategies in Particle Swarm Optimization by Huang Chongpeng, Zhang Yuling, Jiang Dingguo, Xu Baoguo

“…Inspired by analyzing principle of PSO, some non-linear strategies for decreasing inertia weight (DIW…”
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Hybrid linear and nonlinear weight Particle Swarm Optimization algorithm by Jian-Ru Zheng, Guo-Li Zhang, Hua Zuo

“…The inertia weight is an important parameter in the Particle Swarm Optimization algorithm, which controls the degree of influence of the contemporary speed to the next generation and plays a role…”
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Self-Active Inertia Weight Strategy in Particle Swarm Optimization Algorithm by Guimin Chen, Zhengfeng Min, Jianyuan Jia, Xinbo Huang

“…Inertia weight is one of the most important parameters of particle swarm optimization (PSO) algorithm…”
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A Novel Flexible Inertia Weight Particle Swarm Optimization Algorithm by Amoshahy, Mohammad Javad, Shamsi, Mousa, Sedaaghi, Mohammad Hossein

“…Particle swarm optimization (PSO) is an evolutionary computing method based on intelligent collective behavior of some animals…”
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Chaotic particle swarm optimization algorithm based on adaptive inertia weight by Jun-wei Li, Yong-mei Cheng, Ke-zhe Chen

“…In order to overcome the disadvantages of premature and local convergence in the traditional particle swarm optimization (PSO…”
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A solution to particle swarm optimization algorithm with adaptive inertia weight for unit commitment by Chang, Wen-Ping, Yu, Hai, Hua, Da-Peng

“… An adaptive inertia weight of particle swarm optimization algorithm (AWPSO) is presented to increase the global and local search…”
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Particle Swarm Optimization algorithm based on adaptive inertia weight by Li Zhongqun, Zheng Hua, Pei Chengming

“…Inertia weight can significantly impact the effectiveness of the Particle Swarm Optimization (PSO) algorithm…”
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