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A multiobjective evolutionary algorithm toolbox for computer-aided multiobjective optimization
IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), 2001This paper presents an interactive graphical user interface (GUI) based multiobjective evolutionary algorithm (MOEA) toolbox for effective computer-aided multiobjective (MO) optimization. Without the need of aggregating multiple criteria into a compromise function, it incorporates the concept of Pareto's optimality to evolve a family of nondominated ...
Tan, K.C. +3 more
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Approximation in multiobjective optimization
Journal of Global Optimization, 1992zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Multiobjective data mining from solutions by evolutionary multiobjective optimization
Proceedings of the Genetic and Evolutionary Computation Conference, 2017One research direction in the field of evolutionary multiobjective optimization (EMO) is a post-analytical process of non-dominated solutions in order to analyze the relationship between design variables and objective functions for optimization problems. For this purpose, data mining techniques have been used in some studies.
Yusuke Nojima +2 more
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Multiobjective regression modifications for collinearity
Computers & Operations Research, 2001zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Stan Lipovetsky, W. Michael Conklin
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Multiobjective bilevel optimization
Mathematical Programming, 2008This paper deals with nonlinear non-convex multi-objective bi-level optimization problems which are discussed using an optimistic approach. The author aims to obtain a good approximation of the feasible set of the upper level function by expressing it as the set of minimal solutions of a multi-objective optimization problem.
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A fast and elitist multiobjective genetic algorithm: NSGA-II
IEEE Transactions on Evolutionary Computation, 2002K. Deb +3 more
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Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach
IEEE Transactions on Evolutionary Computation, 1999E. Zitzler, L. Thiele
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Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
Evolutionary Computation, 2000E. Zitzler, K. Deb, L. Thiele
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Visualization in Multiobjective Optimization
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion, 2016Bogdan Filipic, Tea Tusar
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Iterative deepening multiobjective A
Information Processing Letters, 1996S. Harikumar, Shashi Kumar
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