A new adaptive tuned Social Group Optimization (SGO) algorithm with sigmoid-adaptive inertia weight for solving engineering design problems
Sign Up to like & getrecommendations! Published in 2021 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-021-11266-4
Abstract: Evolutionary algorithms have found enormous applications in solving real-world problems due to their stochastic nature. They have a set of control parameters, which are used to perform certain operations to induce randomness, scalar displacement etc.… read more here.
Keywords: inertia weight; group optimization; social group; sigmoid adaptive ... See more keywords
Development of modified cooperative particle swarm optimization with inertia weight for feature selection
Sign Up to like & getrecommendations! Published in 2020 at "Cogent Engineering"
DOI: 10.1080/23311916.2020.1788876
Abstract: Abstract The article presents a modified Cooperative Particle Swarm Optimization with Inertia Weight (CPSOIW) for Smart-technology of forecasting and control of complex objects. The software “CPSOIW (Cooperative Particle Swarm Optimization with Inertia Weight)” based on… read more here.
Keywords: swarm optimization; particle swarm; inertia weight;
A Discrete Particle Swarm Optimization Algorithm With Adaptive Inertia Weight for Solving Multiobjective Flexible Job-shop Scheduling Problem
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2974014
Abstract: A discrete particle swarm optimization algorithm with adaptive inertia weight (DPSO-AIW) is proposed to solve the multiobjective Flexible Job-shop Scheduling Problem. The algorithm uses a two-layer coding structure to encode the chromosomes, namely operation sequence… read more here.
Keywords: multiobjective flexible; discrete particle; optimization algorithm; inertia weight ... See more keywords
A Method of Biomedical Information Classification Based on Particle Swarm Optimization with Inertia Weight and Mutation
Sign Up to like & getrecommendations! Published in 2018 at "Open Life Sciences"
DOI: 10.1515/biol-2018-0044
Abstract: Abstract With the rapid development of information technology and biomedical engineering, people can get more and more information. At the same time, they begin to study how to apply the advanced technology in biomedical information.… read more here.
Keywords: inertia weight; classification; mutation; biomedical information ... See more keywords
A Hybrid Particle Swarm Optimization Algorithm with Dynamic Adjustment of Inertia Weight Based on a New Feature Selection Method to Optimize SVM Parameters
Sign Up to like & getrecommendations! Published in 2023 at "Entropy"
DOI: 10.3390/e25030531
Abstract: Support vector machine (SVM) is a widely used and effective classifier. Its efficiency and accuracy mainly depend on the exceptional feature subset and optimal parameters. In this paper, a new feature selection method and an… read more here.
Keywords: swarm optimization; particle swarm; feature; inertia weight ... See more keywords