Finding robust solutions for many-objective optimization using NSGA-III

D Yadav, P Ramu, K Deb - 2023 IEEE Congress on …, 2023 - ieeexplore.ieee.org
The primary task of evolutionary multi-objective optimization (EMO) is to find the globally
best Pareto-optimal front. However, often decision makers (DMs) are not interested in …

Interpretable self-organizing map assisted interactive multi-criteria decision-making following Pareto-Race

D Yadav, P Ramu, K Deb - Applied Soft Computing, 2023 - Elsevier
The problem-solving task of the multi-criteria decision-making (MCDM) approach involves
decision makers'(DMs') interaction by incorporating their preferences to arrive at one or …

Multi-objective robust optimization and decision-making using evolutionary algorithms

D Yadav, P Ramu, K Deb - Proceedings of the Genetic and Evolutionary …, 2023 - dl.acm.org
Evolutionary multi-objective optimization (EMO) algorithms are predominantly used for
solving multi-and many-objective optimization problems to arrive at the respective Pareto …

Navigation Methods in Multiobjective Optimization

ME Nieminen - 2024 - jyx.jyu.fi
Multiobjective optimization is the minimization or maximization of multiple conflicting
objective functions. To make a distinction between multiple solutions to a multiobjective …