Prof. Kalyanmoy Deb
Koenig Endowed Chair Professor for Electrical and Computer Engineering
Multi-objective optimization, Machine learning, Data analytics and visualization, Customized opimization, Evolutionary Computation
Members
Current: US
Ahmer Khan
PhD, Computer Science and Engineering
Machine learning, Data science, Multi-objective Optimization, and Evolutionary Computation
Shihua Huang
PhD, Computer Science and Engineering. Co-advised by Dr. Vishnu Boddeti.
Representation learning, evolutionary computation
Santosh Kumar Balija
PhD, Mechanical Engineering
Surrogated-Assisted optimization, Many-Objective Optimization, Engineering Design Optimization
Ritam Guha
PhD, Computer Science and Engineering
Deep Learning, Neural Architecture Search, Evolutionary Algorithms
Anirudh Suresh
PhD, Mechanical Engineering
Multi-objective Reinforcement Learning, Machine Learning
Current: Abroad
Sukrit Mittal
PhD Scholar at IIT Roorkee, India
Multi-objective Optimization, Learning-based Optimization, Artificial Intelligence, Innovization.
Dr. Flávio Cruzeiro Martins
Assistant Professor at CEFET-MG, Brazil
Evolutionary Computation, Multi-objective Optimization, Local Research
Dr. Pablo Valledor Pellicer
R&D Engineer at ArcelorMittal Global R&D Asturias
Industrial applications of EMO, Many-objective optimization, Evolutionary Bi-level approaches
Dr. Dhish Kumar Saxena
Associate Professor, Mechanical & Industrial Engineering, Mehta Family School of Data Science & Artificial Intelligence, IIT Roorkee
AI assisted Optimization, Multi- and Many-objective Optimization, Multicriteria Decision Making
Cláudio Lúcio Lopes
A3Data and CEFET-MG
Evolutionary computation, multi and many-objective optimization, machine learning, and artificial intelligence
Dr. Palaniappan Ramu
Associate Professor, Dept. of Engineering Design, IIT Madras, India
Uncertainty quantification, visual engineering analytics and optimization
Deepanshu
PhD Scholar, Dept. of Engineering, IIT Madras, India
Self Organising Maps, Multi-Criteria, Decision-Making, Tail modeling
S Mahesh
MS Research scholar, IIT Madras, India
Data visualization, Evolutionary, computation, Multi-objective optimization
Visitors
Shuwei Zhu
Electrical and Computer Engineering
Evolutionary Multi-objective Optimization, Clustering Algorithms, Machine Learning
Dr. Flávio Cruzeiro Martins
Visit Duration: Jan, 2020 - Aug, 2021
Evolutionary Computation, Multi-objective Optimization, Local Research
Sukrit Mittal
Visit Duration: Feb, 2020 - June, 2020
Multi-objective Optimization, Learning-based Optimization, Artificial Intelligence, Innovization.
Dr. Pablo Valledor Pellicer
Visit Duration: Feb, 2020 - March, 2020
Industrial applications of EMO, Many-objective optimization, Evolutionary Bi-level approaches
Past Students
Abhiroop Ghosh
PhD, Electrical and Computer Engineering
Multi-objective optimization, evolutionary algorithms
Julian Blank
PhD, Computer Science and Engineering
Surrogate-Assisted Optimization, Metamodeling, Many-objective Optimization
Jaturong Kongmanee
Computer Science and Engineering
Deep Learning, Evolutionary Multi-Objective Optimization
Dr. Khaled Talukder
Computer Science and Engineering
Visualization of High-dimensional Pareto fronts, Evolutionary Multi-objective Optimization, Deep Reinforcement Learning, Robotics
Dr. Yashesh Dhebar
Mechanical Engineering
Interpretable Artificial-Intelligence, Knowledge Discovery, Innovization, Machine Learning
Dr. Rayan Hussein
Electrical and Computer Engineering
Surrogate-assisted Optimization, Telecommunication
Dr. Zhichao Lu
Electrical and Computer Engineering
Evolutionary Bilevel Optimization, Deep Learning, Evolutionary Multi-objective Optimization
Dr. Proteek Chandan Roy
Computer Science and Engineering
Surrogate-assisted Optimization, Machine Learning, Agriculture
Dr. Mohamed Abouhawwash
Biomedical Engineering, Institute for Quantitative Health Science & Engineering, MSU.
Theoretical optimization, Evolutionary algorithms, Machine learning, Image reconstruction
Dr. Abhinav Gaur
Dr. Haitham Seada
Data Scientist, Global Data Insights & Analytics, Ford Motor Company
Vehicle Routing Optimization, Meta-heuristics, Deep Learning
Dr. Ali Ahrari
Dr. Ling Zhu
Research and Advanced Engineering, Ford Motor Company, Dearborn
Robotic planning (2D and 3D) using real-time optimization, Real-time meta-heuristic optimization, Bayesian Optimization, Dynamic Optimization
Yash Vesikar
Electrical and Computer Engineering
Reference Based Multi-Objective Optimization, Machine Learning
