Kalyanmoy Deb

163.5k total citations · 30 hit papers
566 papers, 101.6k citations indexed

About

Kalyanmoy Deb is a scholar working on Computational Theory and Mathematics, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Kalyanmoy Deb has authored 566 papers receiving a total of 101.6k indexed citations (citations by other indexed papers that have themselves been cited), including 366 papers in Computational Theory and Mathematics, 296 papers in Artificial Intelligence and 72 papers in Control and Systems Engineering. Recurrent topics in Kalyanmoy Deb's work include Advanced Multi-Objective Optimization Algorithms (343 papers), Metaheuristic Optimization Algorithms Research (250 papers) and Evolutionary Algorithms and Applications (180 papers). Kalyanmoy Deb is often cited by papers focused on Advanced Multi-Objective Optimization Algorithms (343 papers), Metaheuristic Optimization Algorithms Research (250 papers) and Evolutionary Algorithms and Applications (180 papers). Kalyanmoy Deb collaborates with scholars based in United States, India and Finland. Kalyanmoy Deb's co-authors include Sakshi Agarwal, Amrit Pratap, Deb Kalyanmoy, Himanshu Jain, N. Srinivas, Eckart Zitzler, Lothar Thiele, David E. Goldberg, Marco Laumanns and Julian Blank and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and Management Science.

In The Last Decade

Kalyanmoy Deb

548 papers receiving 97.1k citations

Hit Papers

A fast and elitist multiobjective genetic algorithm: NSG... 1989 2026 2001 2013 2002 2001 1994 2013 2000 10.0k 20.0k 30.0k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. A fast and elitist multiobjective genetic algorithm: NSGA-II
    2002 34.0k citations Kalyanmoy Deb et al. IEEE Transactions on Evolutionary Computation profile →
  2. Multi-Objective Optimization Using Evolutionary Algorithms
    2001 10.9k citations Kalyanmoy Deb et al. profile →
  3. Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms
    1994 5.0k citations Kalyanmoy Deb et al. profile →
  4. An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints
    2013 4.6k citations Kalyanmoy Deb et al. IEEE Transactions on Evolutionary Computation profile →
  5. Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
    2000 4.0k citations Kalyanmoy Deb et al. profile →
  6. An efficient constraint handling method for genetic algorithms
    2000 2.9k citations Kalyanmoy Deb profile →
  7. Simulated Binary Crossover for Continuous Search Space.
    1995 2.3k citations Kalyanmoy Deb et al. Complex Systems profile →
  8. Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization
    2005 2.0k citations Kalyanmoy Deb et al. profile →
  9. An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach
    2013 1.5k citations Kalyanmoy Deb et al. IEEE Transactions on Evolutionary Computation profile →
  10. Scalable multi-objective optimization test problems
    2003 1.2k citations Kalyanmoy Deb et al. profile →
  11. Pymoo: Multi-Objective Optimization in Python
    2020 1.1k citations Kalyanmoy Deb et al. IEEE Access profile →
  12. Combining Convergence and Diversity in Evolutionary Multiobjective Optimization
    2002 1.1k citations Kalyanmoy Deb et al. profile →
  13. Multi-objective Genetic Algorithms: Problem Difficulties and Construction of Test Problems
    1999 1.0k citations Kalyanmoy Deb profile →
  14. A combined genetic adaptive search (GeneAS) for engineering design
    1996 975 citations Kalyanmoy Deb et al. profile →
  15. An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition
    2014 917 citations Kalyanmoy Deb et al. IEEE Transactions on Evolutionary Computation profile →
  16. Optimization for Engineering Design: Algorithms and Examples
    2004 904 citations Kalyanmoy Deb profile →
  17. An introduction to genetic algorithms
    1999 850 citations Kalyanmoy Deb profile →
  18. Messy genetic algorithms: motivation, analysis, and first results
    1989 780 citations David E. Goldberg, Kalyanmoy Deb et al. Complex Systems profile →
  19. A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II
    2002 701 citations Kalyanmoy Deb profile →
  20. A Simulated Annealing-Based Multiobjective Optimization Algorithm: AMOSA
    2008 628 citations Kalyanmoy Deb et al. IEEE Transactions on Evolutionary Computation profile →
  21. Multiple Criteria Decision Making, Multiattribute Utility Theory: Recent Accomplishments and What Lies Ahead
    2008 607 citations Kalyanmoy Deb et al. profile →
  22. A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications
    2017 550 citations Ankur Sinha, Pekka Malo et al. IEEE Transactions on Evolutionary Computation profile →
  23. An Investigation of Niche and Species Formation in Genetic Function Optimization
    1989 541 citations Kalyanmoy Deb, David E. Goldberg profile →
  24. Evaluating the ε-Domination Based Multi-Objective Evolutionary Algorithm for a Quick Computation of Pareto-Optimal Solutions
    2005 503 citations Kalyanmoy Deb et al. profile →
  25. Dynamic Multiobjective Optimization Problems: Test Cases, Approximations, and Applications
    2004 482 citations Kalyanmoy Deb et al. IEEE Transactions on Evolutionary Computation profile →
  26. A Computationally Efficient Evolutionary Algorithm for Real-Parameter Optimization
    2002 451 citations Kalyanmoy Deb et al. profile →
  27. Push and pull search for solving constrained multi-objective optimization problems
    2018 372 citations Kalyanmoy Deb, Erik D. Goodman et al. Swarm and Evolutionary Computation profile →
  28. Opposition based learning: A literature review
    2017 335 citations Sedigheh Mahdavi, Shahryar Rahnamayan et al. Swarm and Evolutionary Computation profile →
  29. NSGA-Net
    2019 285 citations Kalyanmoy Deb, Erik D. Goodman et al. profile →
  30. Many-Objective Software Remodularization Using NSGA-III
    2015 191 citations Kalyanmoy Deb et al. profile →

Peers

Kalyanmoy Deb
Comparison fields: 5 of 222
  • Computational Theory and Mathematics 43.5k
  • Artificial Intelligence 40.8k
  • Electrical and Electronic Engineering 13.3k
  • Control and Systems Engineering 12.4k
  • Mechanical Engineering 10.8k
Seyedali Mirjalili Australia
James Kennedy United States
R.C. Eberhart United States
Vladimir Vapnik United States
Marco Dorigo Belgium
Ponnuthurai Nagaratnam Suganthan Singapore
David E. Goldberg United States
Lotfi A. Zadeh United States
Sakshi Agarwal India
Amrit Pratap United States
Seyedali Mirjalili Australia View profile →
Citations per field, relative to Kalyanmoy Deb
Kalyanmoy Deb · 1×
Citations per year, relative to Kalyanmoy Deb
Kalyanmoy Deb · 1×

Countries citing papers authored by Kalyanmoy Deb

Since Specialization
Citations

This map shows the geographic impact of Kalyanmoy Deb's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Kalyanmoy Deb with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Kalyanmoy Deb more than expected).

Fields of papers citing papers by Kalyanmoy Deb

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Kalyanmoy Deb. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Kalyanmoy Deb. The network helps show where Kalyanmoy Deb may publish in the future.

Co-authorship network of co-authors of Kalyanmoy Deb

This figure shows the co-authorship network connecting the top 25 collaborators of Kalyanmoy Deb. A scholar is included among the top collaborators of Kalyanmoy Deb based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Kalyanmoy Deb. Kalyanmoy Deb is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1
Handling objective preference and variable uncertainty in evolutionary multi-objective optimization
2025 ·Swarm and Evolutionary Computation ·(unknown), Palaniappan Ramu, Kalyanmoy Deb
2
2
A directed batch growing self-organizing map based niching differential evolution for multimodal optimization problems
2025 ·Applied Soft Computing ·(unknown), Palaniappan Ramu, Kalyanmoy Deb
2
3
Gradual Innovative Transitional Solutions Improving Current to a Desired Target: Innovation Path
2025 ·IEEE Transactions on Evolutionary Computation ·(unknown), Kalyanmoy Deb
0
4
Beyond Performance: Designing a Super-Resolution Architecture Search Space and a Hybrid Multi-Objective Approach for Neural Architecture Optimization
2025 ·IEEE Access ·(unknown), Raúl Monroy, (unknown), Kalyanmoy Deb
0
5
Leveraging innovization and transfer learning to optimize best management practices in large-scale watershed management
2024 ·Environmental Modelling & Software ·Kalyanmoy Deb, A. Pouyan Nejadhashemi, Gregorio Toscano‐Pulido, (unknown), Lewis C. Linker
3
6
Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework
2023 ·IEEE Transactions on Evolutionary Computation ·Kalyanmoy Deb, (unknown), Flávio Vinícius Cruzeiro Martins, Elizabeth F. Wanner
8
7
Analyzing Dominance Move (MIP-DoM) Indicator for Multiobjective and Many-Objective Optimization
2021 ·IEEE Transactions on Evolutionary Computation ·(unknown), Flávio Vinícius Cruzeiro Martins, Elizabeth F. Wanner, Kalyanmoy Deb
11
8
An improved visual analytics framework for high-dimensional pareto-optimal front: a case for multi-objective portfolio optimization
2021 ·(unknown), Kalyanmoy Deb
1
9
A speciation-based bilevel niching method for multimodal truss design problems
2021 ·Journal of Combinatorial Optimization ·(unknown), Xiaodong Li, Kalyanmoy Deb
2
10
Ranking Multi-Metric Scientific Achievements Using a Concept of Pareto Optimality
2020 ·Mathematics ·Shahryar Rahnamayan, Sedigheh Mahdavi, Kalyanmoy Deb, (unknown)
5
11
Using multi-objective optimization to secure fertile soils across municipalities
2018 ·Applied Geography ·Jonas Schwaab, Kalyanmoy Deb, Erik D. Goodman, (unknown), Sven Lautenbach, (unknown), Maarten J. van Strien, Adrienne Grêt‐Regamey
16
12
A Review on Bilevel Optimization: From Classical to Evolutionary\n Approaches and Applications
2017 ·arXiv (Cornell University) ·Ankur Sinha, Pekka Malo, Kalyanmoy Deb
3
13
How to choose the right planning horizon? Using multi-objective optimization to support urban planning
2017 ·Jonas Schwaab, Kalyanmoy Deb, Erik D. Goodman, Sven Lautenbach, (unknown), Adrienne Grêt‐Regamey, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown)
1
14
Dynamic Resampling for Preference-based Evolutionary Multi-Objective Optimization of Stochastic Systems
2015 ·(unknown), Amos H.C. Ng, Kalyanmoy Deb
2
15
Proceedings of the 8th international conference on Simulated evolution and learning
2010 ·Kalyanmoy Deb, Arnab Bhattacharya, Partha Chakroborty, Joydeep Dutta, Santosh K. Gupta
3
16
Multiobjective Problem Solving from Nature: From Concepts to Applications
2008 ·Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) ·Joshua Knowles, David Corne, Kalyanmoy Deb
56
17
Design of a genetic-fuzzy system for planning optimal path and gait simultaneously of a six-legged robot
1999 ·Genetic and Evolutionary Computation Conference ·Dilip Kumar Pratihar, Kalyanmoy Deb, Amitabha Ghosh
2
18
Real-coded Genetic Algorithms with Simulated Binary Crossover: Studies on Multimodal and Multiobjective Problems.
1995 ·Complex Systems ·Kalyanmoy Deb, (unknown)
152
19
Ordering Genetic Algorithms and Deception.
1992 ·Hillol Kargupta, Kalyanmoy Deb, David E. Goldberg
26
20
Genetic algorithms, noise, and the sizing of populations
1991 ·Complex Systems ·David E. Goldberg, Kalyanmoy Deb, James H. Clark
377

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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