Prof. Dr. Kalyanmoy Deb

Profil

Derzeitige StellungProfessor W-3 und Äquivalente
FachgebietBild- und Sprachverarbeitung, Computergraphik und Visualisierung, Human Computer Interaction, Ubiquitous and Wearable Computing,Mathematik in der Informatik
KeywordsMulti-criterion optimization, Machine Learning, Computational Intelligence, Soft Computing, optimization

Aktuelle Kontaktadresse

LandUSA
OrtEast Lansing
Universität/InstitutionMichigan State University
Institut/AbteilungDepartment of Computer Science and Engineering

Gastgeber*innen während der Förderung

Prof. Dr.-Ing. Hans-Paul SchwefelFakultät für Informatik, Technische Universität Dortmund, Dortmund
Prof. Dr. Hartmut SchmeckInstitut für Angewandte Informatik und Formale Beschreibungsverfahren, Universität Karlsruhe (TH), Karlsruhe
Beginn der ersten Förderung01.06.1998

Programm(e)

1997Humboldt-Forschungsstipendien-Programm
2002Friedrich Wilhelm Bessel-Forschungspreis-Programm

Projektbeschreibung der*des Nominierenden

Professor Deb is one of the top researchers in the area of evolutionary computation. In particular, he was one of the first to realize that evolutionary algorithms (EAs) are very well suited to solve optimization problems with multiple objectives. He designed one of the best multi-objective evolutionary algorithms (MOEAs), and apart from more than 100 scientific papers, he wrote the standard textbook on the subject. Overall, he is the leading figure in the area of evolutionary multi-objective optimization. During his stay at the University of Karlsruhe, he is going to work on ways to efficiently parallelize multi-objective evolutionary algorithms.

Publikationen (Auswahl)

2001Kalyanmoy Deb, S. Gulati: Design of truss-structures for minimum weight using genetic algorithms. In: Finite Elements in Analysis and Design, 2001, 447-465
2001Kalyanmoy Deb: Multi-Objective Optimization Using Evolutionary Algorithms. John Wiley & Sons, 2001
2001Kalyanmoy Deb: Nonlinear goal programming using multi-objective genetig algorithms. In: Operational Research Society, 2001, 291-302
2001Kalyanmoy Deb, H.-G. Beyer: On self-adaptive features in real-parameter evolutionary algorithms. In: IEEE Transactions on Evolutionary Computation, 2001, 250-270
2001Kalyanmoy Deb, H.-G. Beyer: Self-adaptive genetic algorithms with simulated binary crossover. In: Evolutionary Computation Journal, 2001, 197-221
2000Kalyanmoy Deb, N. Chakraborti, A. Jha: A genetic algorithm based heat transfer analysis of a bloom re-heating furnace. In: Steel Research, 2000, 396-402
2000Kalyanmoy Deb: An efficient constraint handling method for genetic algorithms. In: Computer Methods in Applied Mechanics and Engineering, 2000, 311-338
2000Kalyanmoy Deb, J. Horn: Introduction to the specieal issue: Multicriterion optimization. In: Evolutionary Computation Journal, 2000, iii-iv
2000Kalyanmoy Deb, D. K. Pratihar, A. Ghosh: Optimal turning gait of a six-legged robot using GA-Fuzzy approach. In: AIEDM, 2000, 207-219
2000Kalyanmoy Deb, K. Sivakumar, N. G. R. Iyengar: Optimum design of laminated composite plates with cut-outs using genetic algorithm (GA), variable metric method (DFP) and complex search methods. In: Engineering Optimization, 2000, 635-657
2000Kalyanmoy Deb, Z. Michalewicz, M. Schmidt, T. Stidsen: Test-case generator for nonlinear continuous parameter optimization techniques. In: IEEE Trans. on Evolutionary Computation, 2000, 197-215
1999Kalyanmoy Deb, D. Pratihar, A. Ghosh: A genetic-fuzzy approach for mobile robot navigation among moving obstaclos. In: Int. Journal of Approximate Reasoning, 1999, 145-172
1999Kalyanmoy Deb: An introduction to genetic algorithms. In: Sadhana, 1999, 205-230
1999Kalyanmoy Deb, D. Pratihar, A. Ghosh: Design of a genetic-fuzzy system for planning crab gaits of a six-legged robot. In: Journal of Computing and Information Technology, 1999, 93-101
1999Kalyanmoy Deb, K. Sivakumar, N. G. R. Iyengar: Free vibration of laminated composite places with cutout . In: Journal of Sound and Vibration, 1999, 443-470
1999Kalyanmoy Deb, D. Pratihar, A. Ghosh: Fuzzy-genetig algorithms and time-optimal obstacle-free path generation for mobile robots. In: Engineering Optimization, 1999, 117-142
1999Kalyanmoy Deb: Genetic algorithms. In: John G. Webster, Encyclopedia of Electrical and Electronics Engineering. Wiley, 1999. 308 -320
1999Kalyanmoy Deb: Multi-objective genetic algorithms: Problem difficulties and construction of test problems. In: Evolutionary Computation Journal, 1999, 205-230
1999Kalyanmoy Deb, K. Sivakumar, N. G. R. Iyengar: Optimum design of laminated composite plates undergoing large amplitude oscillations. In: Applied Composite Materials, 1999, 87-98
1999Kalyanmoy Deb, K. Sivakumar, N. G. R. Iyengar,: Optimum design of laminated composite plates with cutouts undergoing large amplitude oscillation. In: Advanced Composite Materials, 1999, 295-316
1999Kalyanmoy Deb, S. Agrawal: Understanding interactions among genetic algorithm parameters. In: Foundation of Genetic Algorithms , 1999, 265-286