Decision Support Systems
Models and tools that help people make well-informed decisions in complex, uncertain settings.
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Interpretable rule discovery through bilevel optimization of split-rules of nonlinear decision trees for classification problems
Y Dhebar, K Deb. Cited by 42
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PaletteViz: A visualization method for functional understanding of high-dimensional Pareto-optimal data-sets to aid multi-criteria decision making
AKMKA Talukder, K Deb. Cited by 48
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Surrogate modeling approaches for multiobjective optimization: Methods, taxonomy, and results
K Deb, PC Roy, R Hussein. Cited by 54
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Energy-aware whale optimization algorithm for real-time task scheduling in multiprocessor systems
M Abdel-Basset, D El-Shahat, K Deb, M Abouhawwash. Cited by 62
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Bilevel optimization based on iterative approximation of multiple mappings
A Sinha, Z Lu, K Deb, P Malo. Cited by 81
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Does preference always help? A holistic study on preference-based evolutionary multiobjective optimization using reference points
K Li, M Liao, K Deb, G Min, X Yao. Cited by 84
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A running performance metric and termination criterion for evaluating evolutionary multi-and many-objective optimization algorithms
J Blank, K Deb. Cited by 100
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Solving dynamic multiobjective problem via autoencoding evolutionary search
L Feng, W Zhou, W Liu, YS Ong, KC Tan. Cited by 147
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Generating well-spaced points on a unit simplex for evolutionary many-objective optimization
J Blank, K Deb, Y Dhebar, S Bandaru, H Seada. Cited by 130
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Handling constrained many-objective optimization problems via problem transformation
R Jiao, S Zeng, C Li, S Yang, YS Ong. Cited by 178
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Multiobjective evolutionary design of deep convolutional neural networks for image classification
Z Lu, I Whalen, Y Dhebar, K Deb, ED Goodman, W Banzhaf, VN Boddeti. Cited by 215
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Nsganetv2: Evolutionary multi-objective surrogate-assisted neural architecture search
Z Lu, K Deb, E Goodman, W Banzhaf, VN Boddeti. Cited by 248