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20182026
most citedSimultaneous Model-Based Evolution of Constants and Expression Structure in GP-GOMEA for Symbolic Regression

3 citations · 24 across the 46 of their papers we have counts for

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cs.NE2018

Real-Valued Evolutionary Multi-Modal Optimization driven by Hill-Valley Clustering

S. C. Maree, T. Alderliesten, D. Thierens +1

Model-based evolutionary algorithms (EAs) adapt an underlying search model to features of the problem at hand, such as the linkage between problem variables. The performance of EAs…

cs.NE2018

Benchmarking the Hill-Valley Evolutionary Algorithm for the GECCO 2018 Competition on Niching Methods Multimodal Optimization

S. C. Maree, T. Alderliesten, D. Thierens +1

This report presents benchmarking results of the latest version of the Hill-Valley Evolutionary Algorithm (HillVallEA) on the CEC2013 niching benchmark suite. The benchmarking foll…