Binary and Floating-Point Function Optimization using Messy Genetic Algorithms (1991)
Doctoral advisor
David E. Goldberg
Academic work
Discipline
Multiobjective optimization and evolutionary algorithms
Institutions
Department of Electrical and Computer Engineering, Michigan State University
Kalyanmoy Deb is an Indian computer scientist. Deb is the Herman E. & Ruth J. Koenig Endowed Chair Professor in the Department of Electrical and Computing Engineering at Michigan State University.[1] Deb is also a professor in the Department of Computer Science and Engineering and the Department of Mechanical Engineering at Michigan State University.[2]
Deb established the Kanpur Genetic Algorithms Laboratory at IIT Kanpur in 1997 and the Computational Optimization and Innovation (COIN) Laboratory at Michigan State in 2013.[3][4] In 2001, Wiley published a textbook written by Deb titled Multi-Objective Optimization using Evolutionary Algorithms as part of its series titled "Systems and Optimization".[5] In an analysis of the network of authors in the academic field of evolutionary computation by Carlos Cotta and Juan-Julián Merelo, Deb was identified as one of the most central authors in the community and was designated as a "sociometric superstar" of the field.[6] Deb has several honors, including the Shanti Swarup Bhatnagar award in engineering sciences (2005), the Thomson Citation Laureate award for his highly cited research in computer science (1996–2005), and the MCDM Edgeworth-Pareto Award for a record of creativity to the extent that the field of multiple-criteria decision making would not exist in its current form in 2008. Deb has been awarded the Infosys Prize in Engineering and Computer Science from Infosys Limited, Bangalore, India for his contributions to evolutionary multi-objective optimization, which have led to "advances in non-linear constraints, decision uncertainty, programming and numerical methods, computational efficiency of large-scale problems, and optimization algorithms."[7] He is also a recipient of the 2012 TWAS Prize from the World Academy of Sciences.[8]
^"Kalyanmoy Deb". Honored Faculty - Michigan State University. Retrieved 17 January 2022.
^"Kalyanmoy Deb named Koenig endowed chair at Michigan State University". Michigan State University, College of Engineering. Michigan State University. 21 August 2013. Retrieved 17 January 2022.
^"Kanpur Genetic Algorithms Laboratory". Kanpur Genetic Algorithms Laboratory. Indian Institute of Technology, Kanpur. 2005. Archived from the original on 30 September 2014. Retrieved 13 August 2015.
^"Computational Optimization and Innovation Laboratory (COIN Lab)". Michigan State University, College of Engineering. Archived from the original on 9 March 2015. Retrieved 11 August 2015.
^Smith, Alice E. (October 2002). "Book Reviews: Multi-Objective Optimization Using Evolutionary Algorithms" (PDF). IEEE Transactions on Evolutionary Computation. 6 (5). IEEE: 526. doi:10.1109/TEVC.2002.804322. ISSN 1089-778X. S2CID 2867089. Archived (PDF) from the original on 13 August 2015. Retrieved 13 August 2015.
^Cotta, Carlos; Merelo, Juan-Julián (3 December 2013). "The Complex Network of Evolutionary Computation Authors: an Initial Study". arXiv:physics/0507196.
^"Infosys Prize - Laureates 2011 - Prof. Kalyanmoy Deb". Infosys Science Foundation. Retrieved 17 January 2022.
^"Prizes and Awards". The World Academy of Sciences. 2016.
KalyanmoyDeb is an Indian computer scientist. Deb is the Herman E. & Ruth J. Koenig Endowed Chair Professor in the Department of Electrical and Computing...
ISSN 1999-4893. Deb, Kalyanmoy (2008). "Introduction to Evolutionary Multiobjective Optimization". In Branke, Jürgen; Deb, Kalyanmoy; Miettinen, Kaisa;...
non-exhaustive. A network analysis of the community was published in 2007. KalyanmoyDeb Kenneth A De Jong Peter J. Fleming David B. Fogel Stephanie Forrest...
functions for global optimizers". Mathworks. Retrieved 1 November 2012. Deb, Kalyanmoy (2002) Multiobjective optimization using evolutionary algorithms (Repr...
the original (PDF) on 2019-08-31. Goldberg, David E.; Korb, Bradley; Deb, Kalyanmoy (1989). "Messy Genetic Algorithms: Motivation, Analysis, and First Results"...
Political Science and International Relations - Pratap Bhanu Mehta KalyanmoyDeb 2012 Manjul Bhargava Satyajit Mayor Ayyappanpillai Ajayagosh Contemporary...
2012. Retrieved 25 May 2012. "Infosys Prize - Laureates 2011 - Prof. KalyanmoyDeb". Infosys Science Foundation. Archived from the original on 8 August...
Brazil 2011 Lin Yi-bing Taiwan 2012 Abdul Latiff Ahmad Malaysia 2012 KalyanmoyDeb India 2013 Indranil Manna India 2013 Mohammad Ahmad Al-Nimr Jordan 2014...
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