BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//jEvents 2.0 for Joomla//EN
CALSCALE:GREGORIAN
METHOD:PUBLISH
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.\nAbstract:\nMany practical problem-solvi
 ng tasks require a consideration of multiple conflicting criteria, rather t
 han a single one. Such problems usually give rise to not one, but multiple 
 trade-off Pareto-optimal (PO) solutions. Instead of finding one PO solution
  at a time, evolutionary multi-criterion optimization (EMO) algorithms can 
 find multiple diverse PO solutions in a single simulation run. In this talk
 , we shall introduce principles of multi-criterion computational problems a
 nd discuss a number of classical and evolutionary optimization algorithms f
 or solving them. Results from a number of practical problems will be show-c
 ased with mention of a number of current research trends on the topic inclu
 ding the use of machine learning and AI methods.\nBio-sketch of the Speaker
 : \nKalyanmoy Deb is University Distinguished Professor at Department of El
 ectrical and Computer Engineering in Michigan State University, USA. Prof. 
 Deb's research interests are in evolutionary optimization and their applica
 tion in multi-criterion optimization, modeling, and machine learning. He wa
 s awarded IEEE Evolutionary Computation Pioneer Award for his sustained wor
 k in EMO, Infosys Prize, TWAS Prize in Engineering Sciences, CajAstur Mamda
 ni Prize, Distinguished Alumni Award from IIT Kharagpur, Edgeworth-Pareto a
 ward, Bhatnagar Prize in Engineering Sciences, and Bessel Research award fr
 om Germany. He is fellow of ACM, IEEE, and ASME. He has published over 640 
 research papers with Google Scholar citation of over 217.000 with h-index 1
 46. He is in the editorial board on 10 major international journals. More i
 nformation about his research contribution can be found from https://www.co
 in-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:20260729T063835
DTSTART;TZID=Asia/Kolkata:20250801T003000
DTEND;TZID=Asia/Kolkata:20250801T170000
SEQUENCE:0
TRANSP:OPAQUE
END:VEVENT
END:VCALENDAR