Výsledky vyhledávání - Particle swarm optimization algorithm with linear decreasing inertia weight

On the Performance of Linear Decreasing Inertia Weight Particle Swarm Optimization for Global Optimization Autor 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 Autor 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 Autor 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 Autor 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 Autor 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 Autor 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 Autor 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 Autor 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 Autor 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 Autor 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 Autor 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 Autor 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 Autor 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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Self-Active Inertia Weight Strategy in Particle Swarm Optimization Algorithm Autor 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 Autor 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 Autor 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 Autor 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 Autor Li Zhongqun, Zheng Hua, Pei Chengming

“…Inertia weight can significantly impact the effectiveness of the Particle Swarm Optimization (PSO) algorithm…”
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A dynamic inertia weight particle swarm optimization algorithm Autor Jiao, Bin, Lian, Zhigang, Gu, Xingsheng

“… This paper presents an improved particle swarm optimization algorithm (IPSO) to improve the performance of standard PSO, which uses the dynamic inertia weight that decreases according to iterative generation increasing…”
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