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Visualization and analysis of Pareto-optimal fronts using interpretable self-organizing map (iSOM)

Deepak Nagar, Palaniappan Ramu, Kalyanmoy Deb

2022Swarm and Evolutionary Computation36 citationsDOI

Topics & Concepts

VisualizationComputer sciencePareto principleMulti-objective optimizationMathematical optimizationPareto analysisTask (project management)Pareto optimalVariable (mathematics)Data miningMathematicsMachine learningManagementEconomicsMathematical analysisAdvanced Multi-Objective Optimization AlgorithmsEvolutionary Algorithms and ApplicationsMetaheuristic Optimization Algorithms Research
Visualization and analysis of Pareto-optimal fronts using interpretable self-organizing map (iSOM) | Litcius