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K. Deb · SciRah

Researcher profile · Semantic Scholar

K. Deb

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K. Deb — researcher profile on SciRah

h-index: 126
Works: 907
Citations: 175K

Most-cited papers

Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization
Julian Blank, K. Deb, Y. Dhebar, S. Bandaru +1 more
2020IEEE Transactions on Evolutionary Computation122 citations
Semantic Scholar
Scheduling by NSGA-II: Review and Bibliometric Analysis
Iman Rahimi, A. Gandomi, K. Deb, Fang Chen +1 more
2022Processes98 citations Open access
Semantic Scholar
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
Zhichao Lu, Ran Cheng, Yaochu Jin, K. Tan +1 more
2022IEEE Transactions on Evolutionary Computation91 citations Open access
Semantic Scholar
Evolutionary Multi-Objective Optimization Algorithm for Community Detection in Complex Social Networks
Tanveerulhuq Shaik, V. Ravi, K. Deb
2020SN Computer Science74 citations Open access
Semantic Scholar
Improved Evolutionary Operators for Sparse Large-Scale Multiobjective Optimization Problems
Ian Kropp, A. Nejadhashemi, K. Deb
2024IEEE Transactions on Evolutionary Computation67 citations
Semantic Scholar
Revisiting Residual Networks for Adversarial Robustness
Shihua Huang, Zhichao Lu, K. Deb, Vishnu Naresh Boddeti
2022Computer Vision and Pattern Recognition62 citations
Semantic Scholar
Multiobjective optimization and analysis of petroleum refinery catalytic processes: A review
Hamdi A. Al-Jamimi, G. M. Binmakhashen, K. Deb, T. Saleh
2021Fuel46 citations
Semantic Scholar
Benefits of sparse population sampling in multi-objective evolutionary computing for large-Scale sparse optimization problems
Ian Kropp, A. Nejadhashemi, K. Deb
2021Swarm and Evolutionary Computation39 citations
Semantic Scholar
Visualization and analysis of Pareto-optimal fronts using interpretable self-organizing map (iSOM)
Deepak Nagar, Palaniappan Ramu, K. Deb
2022Swarm and Evolutionary Computation32 citations
Semantic Scholar
Enhanced Innovized Progress Operator for Evolutionary Multi- and Many-Objective Optimization
Sukrit Mittal, D. Saxena, K. Deb, E. Goodman
2022IEEE Transactions on Evolutionary Computation30 citations
Semantic Scholar
A Learning-based Innovized Progress Operator for Faster Convergence in Evolutionary Multi-objective Optimization
Sukrit Mittal, D. Saxena, K. Deb, E. Goodman
2021ACM Transactions on Evolutionary Learning and Optimization29 citations
Semantic Scholar
Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints
Julian Blank, K. Deb
2021International Conference on Evolutionary Multi-Criterion Optimization28 citations
Semantic Scholar
Machine learning-based framework to cover optimal Pareto-front in many-objective optimization
A. AsilianBidgoli, S. Rahnamayan, Bilgehan Erdem, Zekiye Erdem +3 more
2022Complex & Intelligent Systems27 citations Open access
Semantic Scholar
A customized genetic algorithm for bi-objective routing in a dynamic network
Alaleh Maskooki, K. Deb, M. Kallio
2021European Journal of Operational Research27 citations Open access
Semantic Scholar
Visualization-aided multi-criteria decision-making using interpretable self-organizing maps
Deepanshu Yadav, Deepak Nagar, Palaniappan Ramu, K. Deb
2023European Journal of Operational Research25 citations Open access
Semantic Scholar
Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels
Leonardo Lai, Lorenzo Fiaschi, M. Cococcioni, K. Deb
2021IEEE Transactions on Evolutionary Computation24 citations
Semantic Scholar
Bi-objective optimization of transcritical CO2 heat pump systems
Ahmed T. Okasha, N. Müller, K. Deb
2022Energy23 citations
Semantic Scholar
Pure and mixed lexicographic-paretian many-objective optimization: state of the art
Leonardo Lai, Lorenzo Fiaschi, M. Cococcioni, K. Deb
2022Natural Computing23 citations Open access
Semantic Scholar
Effects of many conflicting objectives on decision-makers' cognitive burden and decision consistency
J. Kivikangas, Eeva Vilkkumaa, Julian Blank, V. Harjunen +4 more
2024European Journal of Operational Research22 citations Open access
Semantic Scholar
Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results
Julian Blank, K. Deb
2022Memetic Computing20 citations
Semantic Scholar
A new gradient free local search mechanism for constrained multi-objective optimization problems
Lourdes Uribe, A. Lara, K. Deb, O. Schütze
2021Swarm and Evolutionary Computation20 citations
Semantic Scholar
Parallel multi-objective optimization for expensive and inexpensive objectives and constraints
R. D. Winter, Bas Milatz, Julian Blank, Niki van Stein +2 more
2024Swarm and Evolutionary Computation19 citations Open access
Semantic Scholar
Reference point based evolutionary multi-objective optimization algorithms with convergence properties using KKTPM and ASF metrics
M. Abouhawwash, K. Deb
2021Journal of Heuristics18 citations
Semantic Scholar
Interpretable Self-Organizing Maps (iSOM) for Visualization of Pareto Front in Multiple Objective Optimization
Deepak Nagar, Palaniappan Ramu, K. Deb
2021International Conference on Evolutionary Multi-Criterion Optimization16 citations
Semantic Scholar
A smooth proximity measure for optimality in multi-objective optimization using Benson's method
M. Abouhawwash, Mohamed A. Jameel, K. Deb
2020Computers & Operations Research15 citations
Semantic Scholar
A general framework for enhancing relaxed Pareto dominance methods in evolutionary many-objective optimization
Shuwei Zhu, Lihong Xu, E. Goodman, K. Deb +1 more
2022Natural Computing14 citations
Semantic Scholar
Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework
K. Deb, C. Lopes, F. V. C. Martins, E. Wanner
2024IEEE Transactions on Evolutionary Computation13 citations
Semantic Scholar
Online clustering reduction based on parametric and non-parametric correlation for a many-objective vehicle routing problem with demand responsive transport
Renan Santos Mendes, Victoria Lush, E. Wanner, F. V. C. Martins +2 more
2021Expert systems with applications13 citations
Semantic Scholar
A novel multi-objective model calibration method for ecohydrological applications
Juan Sebastian Hernandez-Suarez, A. Nejadhashemi, K. Deb
2021Environmental Modelling & Software13 citations
Semantic Scholar
Machine Learning-Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights
Anirudh Suresh, K. Deb
2024IEEE Transactions on Evolutionary Computation12 citations
Semantic Scholar
Optimal design of electric machine with efficient handling of constraints and surrogate assistance
Bhuvan Khoshoo, Julian Blank, Thang Q. Pham, K. Deb +1 more
2022Engineering optimization (Print)12 citations Open access
Semantic Scholar
An Interactive Knowledge-Based Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems
Abhiroop Ghosh, K. Deb, E. Goodman, R. Averill
2022IEEE Transactions on Evolutionary Computation12 citations Open access
Semantic Scholar
Solving the maximum edge disjoint path problem using a modified Lagrangian particle swarm optimisation hybrid
J. Weiner, Andreas T. Ernst, Xiao-Dong Li, Yuan Sun +1 more
2021European Journal of Operational Research12 citations
Semantic Scholar
Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems
K. Deb, Zhichao Lu, Ian Kropp, J. S. Hernandez-Suarez +3 more
2023IEEE Transactions on Evolutionary Computation11 citations
Semantic Scholar
Finding Robust Solutions for Many-Objective Optimization Using NSGA-III
Deepanshu Yadav, Palaniappan Ramu, K. Deb
2023IEEE Congress on Evolutionary Computation11 citations
Semantic Scholar
pysamoo: Surrogate-Assisted Multi-Objective Optimization in Python
Julian Blank, K. Deb
2022arXiv.org11 citations Open access
Semantic Scholar
Variable functioning and its application to large scale steel frame design optimization
A. Gandomi, K. Deb, R. Averill, S. Rahnamayan +1 more
2022Structural And Multidisciplinary Optimization10 citations Open access
Semantic Scholar
Multidimensional Aspects of Sustainable Biofuel Feedstock Production
Anna Raschke, J. S. Hernandez-Suarez, A. Nejadhashemi, K. Deb
2021Sustainability10 citations Open access
Semantic Scholar
Analyzing Dominance Move (MIP-DoM) Indicator for Multiobjective and Many-Objective Optimization
C. Lopes, F. V. C. Martins, E. Wanner, K. Deb
2020IEEE Transactions on Evolutionary Computation10 citations Open access
Semantic Scholar
Learning to Predict Pareto-Optimal Solutions from Pseudo-weights
K. Deb, Aryan Gondkar, Anirudh Suresh
2023International Conference on Evolutionary Multi-Criterion Optimization9 citations
Semantic Scholar
Multi-objective Robust Optimization and Decision-Making Using Evolutionary Algorithms
Deepanshu Yadav, Palaniappan Ramu, K. Deb
2023Annual Conference on Genetic and Evolutionary Computation9 citations Open access
Semantic Scholar
Discovering Adaptable Symbolic Algorithms from Scratch
Stephen Kelly, Daniel S. Park, Xing-You Song, M. McIntire +7 more
2023IEEE/RJS International Conference on Intelligent RObots and Systems8 citations Open access
Semantic Scholar
Optimizing Keyboard Configuration Using Single and Multi-Objective Evolutionary Algorithms
Ahmer Khan, K. Deb
2023GECCO Companion8 citations Open access
Semantic Scholar
Key Issues in Real-World Applications of Many-Objective Optimisation and Decision Analysis
K. Deb, P. J. Fleming, Yao-Chu Jin, K. Miettinen +1 more
2023Many-Criteria Optimization and Decision Analysis8 citations
Semantic Scholar
A Localized High-Fidelity-Dominance-Based Many-Objective Evolutionary Algorithm
D. Saxena, Sukrit Mittal, Sarang Kapoor, K. Deb
2023IEEE Transactions on Evolutionary Computation8 citations
Semantic Scholar
Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation
Julian Blank, K. Deb
2022IEEE Congress on Evolutionary Computation8 citations
Semantic Scholar
Handling Priority Levels in Mixed Pareto-Lexicographic Many-Objective Optimization Problems
Leonardo Lai, Lorenzo Fiaschi, M. Cococcioni, K. Deb
2021International Conference on Evolutionary Multi-Criterion Optimization8 citations
Semantic Scholar
Combining User Knowledge and Online Innovization for Faster Solution to Multi-objective Design Optimization Problems
Abhiroop Ghosh, K. Deb, R. Averill, E. Goodman
2021International Conference on Evolutionary Multi-Criterion Optimization8 citations
Semantic Scholar
Approximate Bilevel Optimization with Population-Based Evolutionary Algorithms
K. Deb, Ankur Sinha, Pekka Malo, Zhichao Lu
20208 citations
Semantic Scholar
RegEMO: Sacrificing Pareto-Optimality for Regularity in Multi-objective Problem-Solving
Ritam Guha, K. Deb
2023International Conference on Evolutionary Multi-Criterion Optimization7 citations
Semantic Scholar

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