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BEGIN:VEVENT
UID:428ba0dc836099073a7a034ec3b1b922
CATEGORIES:Lecture / Reading / Talk
CREATED:20250802T114429
SUMMARY:A Talk by an Prof. Kalyanmoy Deb (Michigan State University, USA)
LOCATION:APJ 009
DESCRIPTION:Speaker: Kalyanmoy Deb, University Distinguished Professor, Michigan State 
 University, USA, This email address is being protected from spambots. You n
 eed JavaScript enabled to view it.\n
Abstract:\nMany practical problem-solv
 ing tasks require a consideration of multiple conflicting criteria, rather 
 than a single one. Such problems usually give rise to not one, but multiple
  trade-off Pareto-optimal (PO) solutions. Instead of finding one PO solutio
 n at a time, evolutionary multi-criterion optimization (EMO) algorithms can
  find multiple diverse PO solutions in a single simulation run. In this tal
 k, we shall introduce principles of multi-criterion computational problems 
 and discuss a number of classical and evolutionary optimization algorithms 
 for solving them. Results from a number of practical problems will be show-
 cased with mention of a number of current research trends on the topic incl
 uding the use of machine learning and AI methods.\n
Bio-sketch of the Speak
 er: \nKalyanmoy Deb is University Distinguished Professor at Department of 
 Electrical and Computer Engineering in Michigan State University, USA. Prof
 . Deb's research interests are in evolutionary optimization and their appli
 cation in multi-criterion optimization, modeling, and machine learning. He 
 was awarded IEEE Evolutionary Computation Pioneer Award for his sustained w
 ork in EMO, Infosys Prize, TWAS Prize in Engineering Sciences, CajAstur Mam
 dani Prize, Distinguished Alumni Award from IIT Kharagpur, Edgeworth-Pareto
  award, Bhatnagar Prize in Engineering Sciences, and Bessel Research award 
 from Germany. He is fellow of ACM, IEEE, and ASME. He has published over 64
 0 research papers with Google Scholar citation of over 217.000 with h-index
  146. He is in the editorial board on 10 major international journals. More
  information about his research contribution can be found from https://www.
 coin-lab.org.\n
X-ALT-DESC;FMTTYPE=text/html:<p><strong>Speaker:</strong> Kalyanmoy Deb, University Distinguished Profes
 sor, Michigan State University, USA, <joomla-hidden-mail  is-link="1" is-em
 ail="1" first="a2RlYg==" last="bXN1LmVkdQ==" text="a2RlYkBtc3UuZWR1" base="
 " >This email address is being protected from spambots. You need JavaScript
  enabled to view it.</joomla-hidden-mail></p><p><strong>Abstract:</strong><
 br />Many practical problem-solving tasks require a consideration of multip
 le conflicting criteria, rather than a single one. Such problems usually gi
 ve rise to not one, but multiple trade-off Pareto-optimal (PO) solutions. I
 nstead of finding one PO solution at a time, evolutionary multi-criterion o
 ptimization (EMO) algorithms can find multiple diverse PO solutions in a si
 ngle simulation run. In this talk, we shall introduce principles of multi-c
 riterion computational problems and discuss a number of classical and evolu
 tionary optimization algorithms for solving them. Results from a number of 
 practical problems will be show-cased with mention of a number of current r
 esearch trends on the topic including the use of machine learning and AI me
 thods.</p><p><strong>Bio-sketch of the Speaker:</strong> <br />Kalyanmoy De
 b is University Distinguished Professor at Department of Electrical and Com
 puter Engineering in Michigan State University, USA. Prof. Deb's research i
 nterests are in evolutionary optimization and their application in multi-cr
 iterion optimization, modeling, and machine learning. He was awarded IEEE E
 volutionary Computation Pioneer Award for his sustained work in EMO, Infosy
 s Prize, TWAS Prize in Engineering Sciences, CajAstur Mamdani Prize, Distin
 guished Alumni Award from IIT Kharagpur, Edgeworth-Pareto award, Bhatnagar 
 Prize in Engineering Sciences, and Bessel Research award from Germany. He i
 s fellow of ACM, IEEE, and ASME. He has published over 640 research papers 
 with Google Scholar citation of over 217.000 with h-index 146. He is in the
  editorial board on 10 major international journals. More information about
  his research contribution can be found from <a href="https://www.coin-lab.
 org">https://www.coin-lab.org</a>.</p>
DTSTAMP:20260414T181555
DTSTART;TZID=Asia/Kolkata:20250801T003000
DTEND;TZID=Asia/Kolkata:20250801T170000
SEQUENCE:0
TRANSP:OPAQUE
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