Particle swarm optimization with age-group topology for multimodal functions and data clustering

DOI10.1016/j.cnsns.2013.03.011zbMath1329.90176OpenAlexW2026712239MaRDI QIDQ907172

Ning Wang, Bo Jiang, Li-Ping Wang

Publication date: 25 January 2016

Published in: Communications in Nonlinear Science and Numerical Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cnsns.2013.03.011

zbMATH Keywords

data clusteringparticle swarm optimizationmultimodal function optimizationage-group topology

Mathematics Subject Classification ID

Approximation methods and heuristics in mathematical programming (90C59)

Related Items (5)

A comprehensive survey on particle swarm optimization algorithm and its applications ⋮ A fractional calculus based generalized design scheme for very low-frequency oscillator using spline interpolation with sensitivity analysis ⋮ A hybrid particle swarm optimization -- variable neighborhood search algorithm for constrained shortest path problems ⋮ Quantum-behaved particle swarm optimization with collaborative attractors for nonlinear numerical problems ⋮ Adaptive Tunning of All Parameters in a Multi-Swarm Particle Swarm Optimization Algorithm: An Application to the Probabilistic Traveling Salesman Problem

Uses Software

• UCI-ml

Cites Work

• NP-hardness of Euclidean sum-of-squares clustering
• An evolutionary technique based on K-means algorithm for optimal clustering in \({\mathbb R}^{N}\)
• Particle Swarm Optimization

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