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Cross-Entropy Approach for Computing a Pareto Fronts

2013 UKSim 15th International Conference on Computer Modelling and Simulation, 2013
We propose in this paper an approach based on the cross-entropy method for computing Pareto Fronts. The approach is based on the cross-entropy approach for single-objective optimization. It is adapted to multi-objective optimization by defining a sorting criterion for selecting the best samples based on non-dominated sorting.
openaire   +1 more source

Clustering Analysis for the Pareto Optimal Front in Multi-Objective Optimization

Computation, 2022
Helbert Espitia   +2 more
exaly  

A Successive Approach to Compute the Bounded Pareto Front of Practical Multiobjective Optimization Problems

SIAM Journal on Optimization, 2009
Helmut Graeb   +2 more
exaly  

Diversity Comparison of Pareto Front Approximations in Many-Objective Optimization

IEEE Transactions on Cybernetics, 2014
Shengxiang Yang, Miqing Li
exaly  

A new graphical visualization of n-dimensional Pareto front for decision-making in multiobjective optimization

Information Sciences, 2008
Javier Sanchís   +2 more
exaly  

Level Diagrams analysis of Pareto Front for multiobjective system redundancy allocation

Reliability Engineering and System Safety, 2011
Enrico Zio
exaly  

Adaptive weighted sum method for multiobjective optimization: a new method for Pareto front generation

Structural and Multidisciplinary Optimization, 2005
Olivier de Weck, Il Yong Kim
exaly  

Multiobjective Evolutionary Algorithm With Controllable Focus on the Knees of the Pareto Front

IEEE Transactions on Evolutionary Computation, 2009
Dipti Srinivasan
exaly  

Seeking the Pareto front for multiobjective spatial optimization problems

International Journal of Geographical Information Science, 2008
Bo Huang
exaly  

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