A Learning-Based Hybrid Framework for Dynamic Balancing of Exploration-Exploitation: Combining Regression Analysis and Metaheuristics

A Learning-Based Hybrid Framework for Dynamic Balancing of Exploration-Exploitation: Combining Regression Analysis and Metaheuristics

The idea of hybrid approaches have become a powerful strategy for tackling several complex optimisation problems. In this regard, the present work is concerned with contributing with a novel optimisation framework, named learning-based linear balancer (<inline-formula><math xmlns="http...

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Bibliographic Details
Main Authors: Emanuel Vega, Ricardo Soto, Broderick Crawford, Javier Peña, Carlos Castro
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Mathematics
Subjects:
metaheuristics
machine learning
hybrid approach
optimisation
Online Access:https://www.mdpi.com/2227-7390/9/16/1976

Internet

https://www.mdpi.com/2227-7390/9/16/1976

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