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07/31/2023
Multiobjective Evolutionary Component Effect on Algorithm behavior
The performance of multiobjective evolutionary algorithms (MOEAs) varies...
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11/15/2022
Phenotype Search Trajectory Networks for Linear Genetic Programming
Genotype-to-phenotype mappings translate genotypic variations such as mu...
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03/25/2022
Component-wise Analysis of Automatically Designed Multiobjective Algorithms on Constrained Problems
The performance of multiobjective algorithms varies across problems, mak...
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01/27/2022
Search Trajectories Networks of Multiobjective Evolutionary Algorithms
Understanding the search dynamics of multiobjective evolutionary algorit...
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02/12/2014
Local Optima Networks: A New Model of Combinatorial Fitness Landscapes
This chapter overviews a recently introduced network-based model of comb...
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10/15/2012
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance
Recent developments in fitness landscape analysis include the study of L...
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10/15/2012
Local optima networks and the performance of iterated local search
Local Optima Networks (LONs) have been recently proposed as an alternati...
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07/19/2012
Clustering of Local Optima in Combinatorial Fitness Landscapes
Using the recently proposed model of combinatorial landscapes: local opt...
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07/18/2012
First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes
This paper extends a recently proposed model for combinatorial landscape...
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07/18/2012
Communities of Minima in Local Optima Networks of Combinatorial Spaces
In this work we present a new methodology to study the structure of the ...
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07/18/2012
Complex-network analysis of combinatorial spaces: The NK landscape case
We propose a network characterization of combinatorial fitness landscape...
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07/27/2011
HyFlex: A Benchmark Framework for Cross-domain Heuristic Search
Automating the design of heuristic search methods is an active research ...
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07/21/2011
Local Optima Networks of NK Landscapes with Neutrality
In previous work we have introduced a network-based model that abstracts...
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07/21/2011
Local Optima Networks of the Quadratic Assignment Problem
Using a recently proposed model for combinatorial landscapes, Local Opti...
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01/12/2010