From an Optimal Point to an Optimal Region: A Novel Methodology for Optimization of Multimodal Constrained Problems and a Novel Constrained Sliding Particle Swarm Optimization Strategy

From an Optimal Point to an Optimal Region: A Novel Methodology for Optimization of Multimodal Constrained Problems and a Novel Constrained Sliding Particle Swarm Optimization Strategy

The present work proposes a novel methodology for an optimization procedure extending the optimal point to an optimal area based on an uncertainty map of deterministic optimization. To do so, this work proposes the deductions of a likelihood-based test to draw confidence regions of population-based...

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Bibliographic Details
Main Authors: Carine M. Rebello, Márcio A. F. Martins, José M. Loureiro, Alírio E. Rodrigues, Ana M. Ribeiro, Idelfonso B. R. Nogueira
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Mathematics
Subjects:
multi-modal optimization
particle swarm optimization
likelihood confidence region
Online Access:https://www.mdpi.com/2227-7390/9/15/1808

Internet

https://www.mdpi.com/2227-7390/9/15/1808

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