Kalyanmoy Deb

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 264

Top Venues

CEC

CoRR

IEEE Trans. Evol. Comput.

EMO

Publications

Ahmer Khan, Kalyanmoy Deb
Innovation Path: Discovering an Ordered Set of Optimized Intermediate Solutions from an Existing to a Desired Solution. GECCO (2024)
Balija Santoshkumar, Kalyanmoy Deb
Surrogate-Assisted Multi-Objective Optimization for Handling Objectives with Heterogeneous Evaluation Times: Unconstrained Problems. CEC (2024)
Ritam Guha, Kalyanmoy Deb
Scalable Polynomial RegEM(a)O for Multi-lMany-objective Platform-based Design Optimization Problems. CEC (2024)
Kalyanmoy Deb, Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner
Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework. IEEE Trans. Evol. Comput. 28 (1) (2024)
Yashesh D. Dhebar, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, Dimitar P. Filev
Toward Interpretable-AI Policies Using Evolutionary Nonlinear Decision Trees for Discrete-Action Systems. IEEE Trans. Cybern. 54 (1) (2024)
Ian Kropp, A. Pouyan Nejadhashemi, Kalyanmoy Deb
Improved Evolutionary Operators for Sparse Large-Scale Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. 28 (2) (2024)
Gregorio Toscano Pulido, Hoda Razavi, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker
Large-Scale Multiobjective Optimization for Watershed Planning and Assessment. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Roy de Winter, Bas Milatz, Julian Blank, Niki van Stein, Thomas Bäck, Kalyanmoy Deb
Parallel multi-objective optimization for expensive and inexpensive objectives and constraints. Swarm Evol. Comput. 86 (2024)
Roy de Winter, Bas Milatz, Julian Blank, Niki van Stein, Thomas Bäck, Kalyanmoy Deb
Hot off the Press: Parallel Multi-Objective Optimization for Expensive and Inexpensive Objectives and Constraints. GECCO Companion (2024)
Kalyanmoy Deb, A. Pouyan Nejadhashemi, Gregorio Toscano, Hoda Razavi, Lewis C. Linker
Leveraging innovization and transfer learning to optimize best management practices in large-scale watershed management. Environ. Model. Softw. 180 (2024)
Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
An Updated Performance Metric for Preference-Based Evolutionary Multi-Objective Optimization Algorithms. GECCO (2024)
Pushpendra Gupta, Dilip Kumar Pratihar, Kalyanmoy Deb
Analysis and Optimization of Gait Cycle of 25-DOF NAO Robot Using Particle Swarm Optimization and Genetic Algorithms. Int. J. Humanoid Robotics 21 (2) (2024)
Anirudh Suresh, Kalyanmoy Deb
On a Better Understanding of Unique Identifiers of Pareto Solutions for Multi-criterion Optimization, Visualization, and Decision-making. CEC (2024)
Kalyanmoy Deb, Ankur Sinha
Evolutionary Bilevel Optimization: Algorithms and Applications. GECCO Companion (2024)
Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment. IEEE Trans. Evol. Comput. 28 (2) (2024)
Abhiroop Ghosh, Kalyanmoy Deb, Erik D. Goodman, Ronald C. Averill
An Interactive Knowledge-Based Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems. IEEE Trans. Evol. Comput. 28 (1) (2024)
Kalyanmoy Deb, Zhichao Lu, Ian Kropp, Juan Sebastian Hernandez-Suarez, Rayan Hussein, Steven Miller, Amir Pouyan Nejadhashemi
Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems. IEEE Trans. Evol. Comput. 27 (3) (2023)
Ahmer Khan, Kalyanmoy Deb
Optimizing Keyboard Configuration Using Single and Multi-Objective Evolutionary Algorithms. GECCO Companion (2023)
Shuwei Zhu, Lihong Xu, Erik D. Goodman, Kalyanmoy Deb, Zhichao Lu
A general framework for enhancing relaxed Pareto dominance methods in evolutionary many-objective optimization. Nat. Comput. 22 (2) (2023)
Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real
Discovering Adaptable Symbolic Algorithms from Scratch. IROS (2023)
Danial Yazdani, Mohammad Nabi Omidvar, Delaram Yazdani, Kalyanmoy Deb, Amir H. Gandomi
GNBG: A Generalized and Configurable Benchmark Generator for Continuous Numerical Optimization. CoRR (2023)
Drishti Bhasin, Sajag Swami, Sarthak Sharma, Saumya Sah, Dhish Kumar Saxena, Kalyanmoy Deb
Investigating Innovized Progress Operators with Different Machine Learning Methods. EMO (2023)
Ritam Guha, Wei Ao, Stephen Kelly, Vishnu Boddeti, Erik D. Goodman, Wolfgang Banzhaf, Kalyanmoy Deb
MOAZ: A Multi-Objective AutoML-Zero Framework. GECCO (2023)
Abhiroop Ghosh, Kalyanmoy Deb, Ronald C. Averill, Erik D. Goodman
IK-EMOViz: An Interactive Knowledge-Based Evolutionary Multi-objective Optimization Framework. EMO (2023)
Ritam Guha, Kalyanmoy Deb
RegEMO: Sacrificing Pareto-Optimality for Regularity in Multi-objective Problem-Solving. EMO (2023)
Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real
Discovering Adaptable Symbolic Algorithms from Scratch. CoRR (2023)
Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
Finding Robust Solutions for Many-Objective Optimization Using NSGA-III. CEC (2023)
Gregorio Toscano, Hoda Razavi, Amir Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker
Utilizing Innovization to Solve Large-Scale Multi-Objective Chesapeake Bay Watershed Problem. CEC (2023)
Deepak Nagar, Palaniappan Ramu, Kalyanmoy Deb
Visualization and analysis of Pareto-optimal fronts using interpretable self-organizing map (iSOM). Swarm Evol. Comput. 76 (2023)
Deepanshu Yadav, Deepak Nagar, Palaniappan Ramu, Kalyanmoy Deb
Visualization-aided multi-criteria decision-making using interpretable self-organizing maps. Eur. J. Oper. Res. 309 (3) (2023)
Shihua Huang, Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti
Revisiting Residual Networks for Adversarial Robustness. CVPR (2023)
Dhish Kumar Saxena, Sukrit Mittal, Sarang Kapoor, Kalyanmoy Deb
A Localized High-Fidelity-Dominance-Based Many-Objective Evolutionary Algorithm. IEEE Trans. Evol. Comput. 27 (4) (2023)
Balija Santoshkumar, Kalyanmoy Deb, Lei Chen
Eliminating Non-dominated Sorting from NSGA-III. EMO (2023)
Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
Multi-objective Robust Optimization and Decision-Making Using Evolutionary Algorithms. GECCO (2023)
Leonardo Lai, Lorenzo Fiaschi, Marco Cococcioni, Kalyanmoy Deb
Pure and mixed lexicographic-paretian many-objective optimization: state of the art. Nat. Comput. 22 (2) (2023)
Anirudh Suresh, Kalyanmoy Deb
On the Choice of Unique Identifiers for Predicting Pareto-Optimal Solutions Using Machine Learning. SSCI (2023)
Amir H. Gandomi, Danial Yazdani, Mohammad Nabi Omidvar, Kalyanmoy Deb
GNBG-Generated Test Suite for Box-Constrained Numerical Global Optimization. CoRR (2023)
Kalyanmoy Deb, Aryan Gondkar, Anirudh Suresh
Learning to Predict Pareto-Optimal Solutions from Pseudo-weights. EMO (2023)
Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
Interpretable self-organizing map assisted interactive multi-criteria decision-making following Pareto-Race. Appl. Soft Comput. 149 (Part B) (2023)
Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
Visualization-aided Multi-criterion Decision-making Using Reference Direction Based Pareto Race. SSCI (2022)
Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
Image-based benchmarking and visualization for large-scale global optimization. Appl. Intell. 52 (4) (2022)
Devesh Shah, Anirudh Suresh, Alemayehu Admasu, Devesh Upadhyay, Kalyanmoy Deb
A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models. CoRR (2022)
Gregorio Toscano, Juan Sebastian Hernandez-Suarez, Julian Blank, Amir Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis Linker
Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed. CEC (2022)
Julian Blank, Kalyanmoy Deb
Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation. CEC (2022)
Amir H. Gandomi, Kalyanmoy Deb, Ronald C. Averill, Shahryar Rahnamayan, Mohammad Nabi Omidvar
Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization. CoRR (2022)
Julian Blank, Kalyanmoy Deb
pysamoo: Surrogate-Assisted Multi-Objective Optimization in Python. CoRR (2022)
Shihua Huang, Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti
Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective. CoRR (2022)
Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment. CoRR (2022)
Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner, Kalyanmoy Deb
Analyzing Dominance Move (MIP-DoM) Indicator for Multiobjective and Many-Objective Optimization. IEEE Trans. Evol. Comput. 26 (3) (2022)
Ian Kropp, Amir Pouyan Nejadhashemi, Kalyanmoy Deb
Benefits of sparse population sampling in multi-objective evolutionary computing for large-Scale sparse optimization problems. Swarm Evol. Comput. 69 (2022)
Alaleh Maskooki, Kalyanmoy Deb, Markku Kallio
A customized genetic algorithm for bi-objective routing in a dynamic network. Eur. J. Oper. Res. 297 (2) (2022)
Bhuvan Khoshoo, Julian Blank, Thang Q. Pham, Kalyanmoy Deb, Shanelle N. Foster
Optimal Design of Electric Machine with Efficient Handling of Constraints and Surrogate Assistance. CoRR (2022)
Abhiroop Ghosh, Kalyanmoy Deb, Erik D. Goodman, Ronald C. Averill
An Interactive Knowledge-based Multi-objective Evolutionary Algorithm Framework for Practical Optimization Problems. CoRR (2022)
Julian Blank, Kalyanmoy Deb
Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results. Memetic Comput. 14 (2) (2022)
Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman
Enhanced Innovized Progress Operator for Evolutionary Multi- and Many-Objective Optimization. IEEE Trans. Evol. Comput. 26 (5) (2022)
Poonam Kesarwani, Pradyumn Kumar Shukla, Joydeep Dutta, Kalyanmoy Deb
Approximations for Pareto and Proper Pareto solutions and their KKT conditions. Math. Methods Oper. Res. 96 (1) (2022)
Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth F. Wanner, Kalyanmoy Deb
A computationally fast but approximate MIP-DoM calculation for multi-objective optimization. GECCO Companion (2022)
Julian Blank, Kalyanmoy Deb
GPSAF: A Generalized Probabilistic Surrogate-Assisted Framework for Constrained Single- and Multi-objective Optimization. CoRR (2022)
Md. Jakirul Islam, Xiaodong Li, Kalyanmoy Deb
A speciation-based bilevel niching method for multimodal truss design problems. J. Comb. Optim. 44 (1) (2022)
Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman
Progress Operator for Faster Convergence in Evolutionary Multi-objective Optimization. ACM Trans. Evol. Learn. Optim. 2 (1) (2022)
Deepak Nagar, Palaniappan Ramu, Kalyanmoy Deb
Interpretable Self-Organizing Maps (iSOM) for Visualization of Pareto Front in Multiple Objective Optimization. EMO (2021)
Anirudh Suresh, Kalyanmoy Deb, Vishnu Naresh Boddeti
Towards Multi-objective Co-evolutionary Problem Solving. EMO (2021)
Anirudh Suresh, Jaturong Kongmanee, Kalyanmoy Deb, Vishnu Naresh Boddeti
Multi-objective Coevolution and Decision-making for Cooperative and Competitive Environments. CEC (2021)
A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb
An improved visual analytics framework for high-dimensional pareto-optimal front: a case for multi-objective portfolio optimization. J. Bank. Financial Technol. 5 (2) (2021)
Tanveerulhuq Shaik, Vadlamani Ravi, Kalyanmoy Deb
Evolutionary Multi-Objective Optimization Algorithm for Community Detection in Complex Social Networks. SN Comput. Sci. 2 (1) (2021)
Lourdes Uribe, Adriana Lara, Kalyanmoy Deb, Oliver Schütze
A new gradient free local search mechanism for constrained multi-objective optimization problems. Swarm Evol. Comput. 67 (2021)
Shuwei Zhu, Lihong Xu, Erik D. Goodman, Kalyanmoy Deb, Zhichao Lu
The (M-1)+1 Framework of Relaxed Pareto Dominance for Evolutionary Many-Objective Optimization. EMO (2021)
Julian Blank, Kalyanmoy Deb
PSAF: a probabilistic surrogate-assisted framework for single-objective optimization. GECCO (2021)
Yashesh D. Dhebar, Kalyanmoy Deb
Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems. IEEE Trans. Cybern. 51 (11) (2021)
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem. J. Heuristics 27 (3) (2021)
Claudio Lucio do Val Lopes, Flávio V. C. Martins, Elizabeth F. Wanner, Kalyanmoy Deb
An approximate MIP-DoM calculation for multi-objective optimization using affinity propagation clustering algorithm. GECCO Companion (2021)
Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification. IEEE Trans. Evol. Comput. 25 (2) (2021)
Renan Santos Mendes, Victoria Lush, Elizabeth F. Wanner, Flávio V. C. Martins, João F. M. Sarubbi, Kalyanmoy Deb
Online clustering reduction based on parametric and non-parametric correlation for a many-objective vehicle routing problem with demand responsive transport. Expert Syst. Appl. 170 (2021)
Kalyanmoy Deb, Julian Blank
Evolutionary multi- and many-objective optimization: methodologies, applications and demonstration. GECCO Companion (2021)
Jake Weiner, Andreas T. Ernst, Xiaodong Li, Yuan Sun, Kalyanmoy Deb
Solving the maximum edge disjoint path problem using a modified Lagrangian particle swarm optimisation hybrid. Eur. J. Oper. Res. 293 (3) (2021)
Mohamed Abouhawwash, Kalyanmoy Deb
Reference point based evolutionary multi-objective optimization algorithms with convergence properties using KKTPM and ASF metrics. J. Heuristics 27 (4) (2021)
Lei Chen, Kalyanmoy Deb, Hai-Lin Liu, Qingfu Zhang
Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection Decomposition-Based Evolutionary Many-Objective Optimization Algorithms. Evol. Comput. 29 (1) (2021)
Leonardo Lai, Lorenzo Fiaschi, Marco Cococcioni, Kalyanmoy Deb
Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels. IEEE Trans. Evol. Comput. 25 (5) (2021)
Leonardo Lai, Lorenzo Fiaschi, Marco Cococcioni, Kalyanmoy Deb
Handling Priority Levels in Mixed Pareto-Lexicographic Many-Objective Optimization Problems. EMO (2021)
Bhuvan Khoshoo, Julian Blank, Thang Pham, Kalyanmoy Deb, Shanelle Foster
Optimized Electric Machine Design Solutions with Efficient Handling of Constraints. SSCI (2021)
Juan Sebastian Hernandez-Suarez, Amir Pouyan Nejadhashemi, Kalyanmoy Deb
A novel multi-objective model calibration method for ecohydrological applications. Environ. Model. Softw. 144 (2021)
Julian Blank, Kalyanmoy Deb, Yashesh D. Dhebar, Sunith Bandaru, Haitham Seada
Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization. IEEE Trans. Evol. Comput. 25 (1) (2021)
Julian Blank, Kalyanmoy Deb
Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints. EMO (2021)
Abhiroop Ghosh, Yashesh D. Dhebar, Ritam Guha, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, H. Eric Tseng, Dimitar P. Filev
Interpretable AI Agent Through Nonlinear Decision Trees for Lane Change Problem. SSCI (2021)
Abhiroop Ghosh, Kalyanmoy Deb, Ronald C. Averill, Erik D. Goodman
Combining User Knowledge and Online Innovization for Faster Solution to Multi-objective Design Optimization Problems. EMO (2021)
Shreya Sharma, Julian Blank, Kalyanmoy Deb, Bijaya Ketan Panigrahi
Ensembled Crossover based Evolutionary Algorithm for Single and Multi-objective Optimization. CEC (2021)
Zhichao Lu, Gautam Sreekumar, Erik D. Goodman, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti
Neural Architecture Transfer. IEEE Trans. Pattern Anal. Mach. Intell. 43 (9) (2021)
Renan Santos Mendes, Elizabeth F. Wanner, Flávio V. C. Martins, Kalyanmoy Deb
Aggregation or Selection? Clustering Many Objectives for Vehicle Routing Problem with Demand Responsive Transport. CEC (2021)
Kalyanmoy Deb, A. K. M. Khaled Ahsan Talukder
Visualization-based Multi-Criterion Decision Making with NIMBUS Method Using Palette Viz. SSCI (2021)
Kalyanmoy Deb, Sukrit Mittal, Dhish Kumar Saxena, Erik D. Goodman
Embedding a Repair Operator in Evolutionary Single and Multi-objective Algorithms - An Exploitation-Exploration Perspective. EMO (2021)
Behrooz Ghasemishabankareh, Melih Ozlen, Xiaodong Li, Kalyanmoy Deb
A genetic algorithm with local search for solving single-source single-sink nonlinear non-convex minimum cost flow problems. Soft Comput. 24 (2) (2020)
Kalyanmoy Deb
Rise of Evolutionary Multi-Objective Optimization: Algorithms and Applications. IJCCI (2020)
Julian Blank, Kalyanmoy Deb
Pymoo: Multi-Objective Optimization in Python. IEEE Access 8 (2020)
Lourdes Uribe, Adriana Lara, Kalyanmoy Deb, Oliver Schütze
Using gradient-free local search within MOEAs for the treatment of constrained MOPs. GECCO Companion (2020)
Kanish Garg, Anish Mukherjee, Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb
A generic and computationally efficient automated innovization method for power-law design rules. GECCO Companion (2020)
Ankur Sinha, Zhichao Lu, Kalyanmoy Deb, Pekka Malo
Bilevel optimization based on iterative approximation of multiple mappings. J. Heuristics 26 (2) (2020)
Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti
MUXConv: Information Multiplexing in Convolutional Neural Networks. CVPR (2020)
Julian Blank, Kalyanmoy Deb
pymoo: Multi-objective Optimization in Python. CoRR (2020)
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
A Non-Dominated Sorting Based Customized Random-Key Genetic Algorithm for the Bi-Objective Traveling Thief Problem. CoRR (2020)
Zhichao Lu, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
NSGANetV2: Evolutionary Multi-objective Surrogate-Assisted Neural Architecture Search. ECCV (1) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kalyanmoy Deb