A Study of Generalization and Fitness Landscapes for Neuroevolution

Fitness landscapes are a useful concept for studying the dynamics of meta-heuristics. In the last two decades, they have been successfully used for estimating the optimization capabilities of different flavors of evolutionary algorithms, including genetic algorithms and genetic programming. However,...

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Bibliographic Details
Main Authors: Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9113453/