Výsledky vyhledávání - (particle OR articles) 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…”
Získat plný text

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…”
Získat plný text

Linearly decreasing inertia weight PSO and improved weight factor-based clustering algorithm for wireless sensor networks Autor Choudhary, Shilpa, Sugumaran, S., Belazi, Akram, El-Latif, Ahmed A. Abd

“… This paper presents an energy-efficient clustering algorithm with linearly decreasing inertia weight particle swarm optimization (PSO…”
Získat plný text

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…”
Získat plný text

Two Improved Multiobjective Fractional-Order Particle Swarm Optimization Algorithms for True Temperature Inversion of Multiwavelength Pyrometer Autor Liang, Mei, Sun, Zhuo, Wang, Changhui

“…In this article, two improved fractional-order particle swarm optimization (IFOPSO) algorithms for the true temperature inversion of high-temperature targets…”
Získat plný text

Partiele Swarm Optimization Algorithm Based on Different Inertia Weights for Solving the P-Hub Allocation Problem Autor Xing, Yu-Xuan, Wang, Jie-Sheng, Zheng, Yue, Wang, Yu-Cai

“… (linear decreasing, parabolic, sinusoidal, stochastic and adaptive inertia weights) are adopted…”
Získat plný text

Effects of Random Values for Particle Swarm Optimization Algorithm Autor Dai, Hou-Ping, Chen, Dong-Dong, Zheng, Zhou-Shun

“…Particle swarm optimization (PSO) algorithm is generally improved by adaptively adjusting the inertia weight or combining with other evolution algorithms…”
Získat plný text

Logistics Route Optimization Based on Improved Particle Swarm Optimization Autor Gao, Zunhai, Lu, Hongxia

“…An improved particle swarm optimization (PSO) algorithm is presented by dynamically adjusting the inertia weight in the iterative process of PSO, and it is used to solve the problem of logistics route optimization…”
Získat plný text

Novel Gaussian-Decrement-Based Particle Swarm Optimization with Time-Varying Parameters for Economic Dispatch in Renewable-Integrated Microgrids Autor Wang, Yuan, Lu, Wangjia, Du, Wenjun, Dong, Changyin

“… areas, a method of economic dispatch optimization based on the improved particle swarm optimization algorithm is proposed in this study. Methods…”
Získat plný text

An Adaptive Particle Swarm Optimization Algorithm Based on Guiding Strategy and Its Application in Reactive Power Optimization Autor Jiang, Fengli, Zhang, Yichi, Zhang, Yu, Liu, Xiaomeng, Chen, Chunling

“…An improved adaptive particle swarm algorithm with guiding strategy (GSAPSO) was proposed, and it was applied to solve the reactive power optimization (RPO…”
Získat plný text

On the performance of linear decreasing inertia weight particle swarm optimization for global optimization Autor Arasomwan, Martins Akugbe, Adewumi, Aderemi Oluyinka

Získat plný text

On the performance of linear decreasing inertia weight particle swarm optimization for global optimization Autor Arasomwan, Martins Akugbe, Adewumi, Aderemi Oluyinka

Získat plný text

Covid-19 Forecasting Using CNN Approach With A Halbinomial Distribution And A Linear Decreasing Inertia Weight-Based Cat Swarm Optimization Autor Murugesan, Rajesh Khanna, Madhu, Karthikeyan, Sambandam, Jayalakshmi, Malliga, Lakshmanan

“…In recent times, the COVID-19 epidemic has spread to over 170 nations. Authorities all around the world are feeling the strain of COVID-19 since the total of…”
Získat plný text

Global Source Optimisation Based on Adaptive Nonlinear Particle Swarm Optimisation Algorithm for Inverse Lithography Autor Sun, Haifeng, Du, Jing, Jin, Chuan, Feng, Jinhua, Wang, Jian, Hu, Song, Liu, Junbo

“…) combined with the adaptive nonlinear control strategy (ANCS) is proposed in this study. As a global optimisation algorithm, ANCS-PSO has the attributes of breaking away from the local optimum by adjusting the particle learning factor adaptively…”
Získat plný text

Improved PSO based clustering fusion algorithm for multimedia image data projection Autor Pan, Feng, Chen, Deqiang, Lu, Lu

“… Probability of subsets of classes; finally, the improved inertia weight linear decrement PSO algorithm is used for global optimization, and the optimization…”
Získat plný text

An improved PSO algorithm based on particle exploration for function optimization and the modeling of chaotic systems Autor Chen, Debao, Chen, Jing, Jiang, Hao, Zou, Feng, Liu, Tundong

“…A novel method to improve the global performance of particle swarm optimization (PSO) is proposed, which extends the exploring domain of the optimal position in the current generation and the optimal position thus achieved by every particle…”
Získat plný text

Complex-order particle swarm optimization Autor Machado, J.A. Tenreiro, Abedi Pahnehkolaei, Seyed Mehdi, Alfi, Alireza

“… In this paper, the generalization of the Particle Swarm Optimization (PSO) algorithm is proposed…”
Získat plný text

A Hybrid Particle Swarm Optimization Technique for Adaptive Equalization Autor Al-Shaikhi, Ali A., Khan, Adil H., Al-Awami, Ali T., Zerguine, Azzedine

“…) algorithms such as PSO using a linear time decreasing inertia weight (PSO-W) and the PSO using constant constriction factor (PSO-CCF…”
Získat plný text

Comparative study of the use of fuzzy logic in improving particle swarm optimization variants for mathematical functions using co-evolution Autor Valdez, Fevrier, Vazquez, Juan Carlos, Melin, Patricia, Castillo, Oscar

“…•The co-evolution concept is applied to improve the performance of the PSO algorithm. Particle Swarm Optimization (PSO…”
Získat plný text

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…”
Získat plný text