Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems Atanu Mazumdar University of Jyvaskyla, Faculty of Information Technology, Finland atanu.a.mazumdar@jyu.fi Manuel López-Ibáñez Alliance Manchester Business School, University of Manchester, UK manuel.lopez-ibanez@manchester.ac.uk Tinkle…
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Evolutionary Algorithms for Parameter
Evolutionary Algorithms for Parameter Optimization—Thirty Years Later Thomas H. W. Bäck Anna V. Kononova Bas van Stein Hao Wang Kirill A. Antonov Roman T. Kalkreuth Jacob de Nobel Diederick Vermetten Roy de Winter Furong Ye…
Evolutionary and Estimation of Distribution
Evolutionary and Estimation of Distribution Algorithms for Unconstrained, Constrained, and Multiobjective Noisy Combinatorial Optimisation Problems Aishwaryaprajna School of Computer Science, University of Birmingham, Birmingham, United Kingdom aishwaryaprajna@gmail.com Jonathan E. Rowe School of Computer Science, University…
An Uncertainty Measure for Prediction
An Uncertainty Measure for Prediction of Non-Gaussian Process Surrogates caie_hu@cug.edu.cn Caie Hu School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan 430074, China Sanyou Zeng* School of Mechanical Engineering and Electronic Information,…
On the Construction of Pareto-Compliant
On the Construction of Pareto-Compliant Combined Indicators J. G. Falcón-Cardona Computer Science Department, CINVESTAV-IPN, Mexico City, 07360, Mexico jfalcon@computacion.cs.cinvestav.mx M. T. M.. Emmerich LIACS, Leiden University, Leiden, 2333, The Netherlands m.t.m.emmerich@liacs.leidenuniv.nl C. UN. Coello Coello…
Dynastic Potential Crossover Operator
Dynastic Potential Crossover Operator Francisco Chicano ITIS Software, University of Malaga, Spain Gabriela Ochoa University of Stirling, UK L. Darrell Whitley Colorado State University, USA Renato Tinós University of Sao Paulo, Brazil chicano@lcc.uma.es gabriela.ochoa@cs.stir.ac.uk whitley@cs.colostate.edu…
A Self-Adaptive Response Strategy for Dynamic
A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space Decomposition Ruochen Liu ruochenliu@xidian.edu.cn Key Lab of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi’an, 710071, China Jianxia…
A Systematic Literature Review of the
A Systematic Literature Review of the Successors of “NeuroEvolution of Augmenting Topologies” Evgenia Papavasileiou Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel, Brussels, B-1050, Belgium imec, Leuven, B-3001, Belgium epapavas@etrovub.be Jan Cornelis Department of…
Offline Learning with a Selection
Offline Learning with a Selection Hyper-Heuristic: An Application to Water Distribution Network Optimisation William B. Yates Computer Science, College of Engineering, Mathematics and Physical Sciences, University of Exeter, Exeter, EX4 4QF, UK wy254@exeter.ac.uk Edward C….
Inferring Future Landscapes: Sampling the
Inferring Future Landscapes: Sampling the Local Optima Level Sarah L. Thomson Gabriela Ochoa Department of Computing Science and Mathematics, University of Stirling, Stirling, FK94LA, UK s.l.thomson@stir.ac.uk gabriela.ochoa@cs.stir.ac.uk Sébastien Verel Laboratoire LISIC, Université du Littoral Côte…