Pool-Based Genetic Programming Using Evospace, Local Search and Bloat Control

Pool-Based Genetic Programming Using Evospace, Local Search and Bloat Control

This work presents a unique genetic programming (GP) approach that integrates a numerical local search method and a bloat-control mechanism within a distributed model for evolutionary algorithms known as EvoSpace. The first two elements provide a directed search operator and a way to control the gro...

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Bibliographic Details
Main Authors: Perla Juárez-Smith, Leonardo Trujillo, Mario García-Valdez, Francisco Fernández de Vega, Francisco Chávez
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Mathematical and Computational Applications
Subjects:
Genetic Programming
Bloat
NEAT
Local Search
EvoSpace
Online Access:https://www.mdpi.com/2297-8747/24/3/78

Internet

https://www.mdpi.com/2297-8747/24/3/78

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