A framework using nested partitions algorithm for convergence analysis of population distribution-based methods

A framework using nested partitions algorithm for convergence analysis of population distribution-based methods

Stochastic optimization algorithms such as genetic algorithm (GA), particle swarm optimization (PSO), estimation of distribution algorithms (EDAs), and nested partitions algorithm (NPA) are used in many problems including nonlinear model predictive control and task assignment. Some of these algorith...

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Bibliographic Details
Main Author: Majid H.M. Chauhdry
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:EURO Journal on Computational Optimization
Subjects:
Stochastic optimization algorithms
Framework
Nested partitions algorithm
Population distribution-based methods
Global convergence
Online Access:http://www.sciencedirect.com/science/article/pii/S2192440623000114

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http://www.sciencedirect.com/science/article/pii/S2192440623000114

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