Fitness landscape analysis to understand and predict algorithm performance for single- and multi-objective optimization

Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion ◽

10.1145/3377929.3389893 ◽

2020 ◽

Author(s):

Bilel Derbel ◽

Sébastien Verel

Keyword(s):

Fitness Landscape ◽

Landscape Analysis ◽

Multi Objective Optimization ◽

Algorithm Performance ◽

Multi Objective ◽

Fitness Landscape Analysis

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Classification of Permutation Distance Metrics for Fitness Landscape Analysis

Bio-inspired Information and Communication Technologies - Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ◽

10.1007/978-3-030-24202-2_7 ◽

2019 ◽

pp. 81-97

Author(s):

Vincent A. Cicirello

Keyword(s):

Fitness Landscape ◽

Landscape Analysis ◽

Distance Metrics ◽

Fitness Landscape Analysis

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Surrogate-Assisted Fitness Landscape Analysis for Computationally Expensive Optimization

Computer Aided Systems Theory – EUROCAST 2019 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-45093-9_30 ◽

2020 ◽

pp. 247-254

Author(s):

Bernhard Werth ◽

Erik Pitzer ◽

Michael Affenzeller

Keyword(s):

Fitness Landscape ◽

Landscape Analysis ◽

Fitness Landscape Analysis ◽

Computationally Expensive ◽

Expensive Optimization

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Fitness Landscape Analysis in the Optimization of Coefficients of Curve Parametrizations

Computer Aided Systems Theory – EUROCAST 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-74718-7_56 ◽

2018 ◽

pp. 464-472

Author(s):

Stephan M. Winkler ◽

J. Rafael Sendra

Keyword(s):

Fitness Landscape ◽

Landscape Analysis ◽

Fitness Landscape Analysis

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A Fitness Landscape Analysis of Pareto Local Search on Bi-objective Permutation Flowshop Scheduling Problems

Lecture Notes in Computer Science - Evolutionary Multi-Criterion Optimization ◽

10.1007/978-3-319-54157-0_29 ◽

2017 ◽

pp. 422-437 ◽

Author(s):

Arnaud Liefooghe ◽

Bilel Derbel ◽

Sébastien Verel ◽

Hernán Aguirre ◽

Kiyoshi Tanaka

Keyword(s):

Local Search ◽

Fitness Landscape ◽

Landscape Analysis ◽

Scheduling Problems ◽

Flowshop Scheduling ◽

Permutation Flowshop ◽

Fitness Landscape Analysis ◽

Pareto Local Search

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Dynamic Fitness Landscape Analysis on Differential Evolution Algorithm

Bio-inspired Computing – Theories and Applications - Communications in Computer and Information Science ◽

10.1007/978-981-10-3614-9_23 ◽

2016 ◽

pp. 179-184 ◽

Author(s):

Shuling Yang ◽

Kangshun Li ◽

Wei Li ◽

Weiguang Chen ◽

Yan Chen

Keyword(s):

Differential Evolution ◽

Fitness Landscape ◽

Differential Evolution Algorithm ◽

Landscape Analysis ◽

Fitness Landscape Analysis ◽

Evolution Algorithm

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Fitness Landscape Analysis Metrics based on Sobol Indices and Fitness- and State-Distributions

2020 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec48606.2020.9185716 ◽

2020 ◽

Author(s):

Christoph Waibel ◽

Georgios Mavromatidis ◽

Yong-Wei Zhang

Keyword(s):

Fitness Landscape ◽

Landscape Analysis ◽

Sobol Indices ◽

Fitness Landscape Analysis

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Fitness Landscape Analysis in Data-Driven Optimization: An Investigation of Clustering Problems

2019 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2019.8790323 ◽

2019 ◽

Author(s):

Marcus Gallagher

Keyword(s):

Fitness Landscape ◽

Landscape Analysis ◽

Data Driven ◽

Fitness Landscape Analysis ◽

Clustering Problems

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The R-Package FLACCO for exploratory landscape analysis with applications to multi-objective optimization problems

2016 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2016.7748359 ◽

2016 ◽

Author(s):

Pascal Kerschke ◽

Heike Trautmann

Keyword(s):

Optimization Problems ◽

R Package ◽

Landscape Analysis ◽

Multi Objective Optimization ◽

Multi Objective

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Erratum to “Aggregation of variables and system decomposability: Applications to fitness landscape analysis”[Theory in Biosciences 123 (2004) 33–68]

Theory in Biosciences ◽

10.1016/j.thbio.2005.05.001 ◽

2005 ◽

Vol 124 (1) ◽

pp. 87-88

Author(s):

M SHPAK ◽

P STADLER ◽

G WAGNER ◽

J HERMISSON

Keyword(s):

Fitness Landscape ◽

Landscape Analysis ◽

Aggregation Of Variables ◽

Fitness Landscape Analysis ◽

Analysis Theory

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Multidimensional Knapsack Problem: A Fitness Landscape Analysis

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ◽

10.1109/tsmcb.2007.915539 ◽

2009 ◽

Author(s):

Jorge Tavares ◽

Francisco B. Pereira ◽

Ernesto Costa

Keyword(s):

Knapsack Problem ◽

Fitness Landscape ◽

Landscape Analysis ◽

Multidimensional Knapsack Problem ◽

Fitness Landscape Analysis ◽

Multidimensional Knapsack

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