Michael Katehakis

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Michael N. Katehakis
Katehakismnk pic.jpg
Katehakis at Rutgers in 2003
Born Heraklion, Greece
Fields Operations Research
Institutions Rutgers University
Alma mater Columbia University
University of Athens
Doctoral advisor Cyrus Derman
Other academic advisors Herbert Robbins
Known for

Markov decision process
Restart-in-state Index
Multi-armed bandit
Double hashing
Lumpable Markov chains

Auctions
Notable awards Informs Fellow
International Statistical Institute Elected Member
Jacob Wolfowitz Prize (1992)

Michael N. Katehakis is a Professor of Management Science at Rutgers University. He is noted for his work in Markov decision process, Gittins index, the multi-armed bandit, Markov chains and other related fields.

Early life[edit]

Katehakis was born and grew up in Heraklion Greece. He received his BS degree from the School of Physics and Mathematics of the University of Athens – Greece, an M.A. degree in Statistics from the University of South Florida, an M.S.. degree in Mathematical methods in Engineering and Operations Research and a Ph.D. degree in Operations Research from Columbia University. His dissertation advisor at Columbia was Cyrus Derman.

Career[edit]

After a member of technical staff position at Bell Laboratories, in 1981 he joined the department of Applied Mathematics and Statistics at SUNY Stony Brook. There he taught and he worked with Herbert Robbins on AFOSR sponsored research and as a consultant at the Brookhaven National Laboratory doing work on nuclear reactor reliability. Subsequently he held a visiting position at the department of Operations Research at Stanford University where he worked with Arthur F. Veinott Jr. on computing the Gittins indices. Afterwards he jointed the Decision Systems group at the Technical University of Crete.

In 1989, he joined Rutgers University where he is currently a Professor of Management Science and Chair of the department of Management Science and Information Systems. At Rutgers he worked with Herbert Robbins again on sequential allocation problems; work that was supported by the NSF. In addition, professor Katehakis has taught at Columbia University, at the University of Athens and at the University of Crete. Dr. Katehakis has been the Ph.D. thesis advisor for over 13 students and he has seventeen descendants listed at the Mathematics Genealogy Project.

Prof. Katehakis has consulted with various companies in the areas of high technology and he was the vice president of the Neotronics inc. a research company, where he worked with George Doundoulakis on projects funded by the private sector and the US army. He has served on the editorial boards of the "Annals of Operations Research", the "Naval Research Logistics" and the "Probability in the Engineering and Informational Sciences".

Selected writings[edit]

  • Optimal repair allocation in a series system, with C. Derman, in "Mathematics of Operations Research", Vol. 9(4), 1984.
  • A note on the hypercube model in Operations research letters, Vol. 3 (6), 1985.
  • Further insight into the structure of bold and timid policies, with P. Johri, in "Advances in Applied Probability",Vol. 17(2), 1985.
  • Linear programming for finite state multi-armed bandit problems with Y.R. Chen in "Mathematics of Operations Research", Vol. 11(1), 1986.
  • The multi-armed bandit problem: decomposition and computation, with A. F. Veinott Jr. in "Mathematics of Operations Research", Vol. 12(2), 1987.
  • On the maintenance of systems composed of highly reliable components, with C. Derman, in "Management Science", Vol. 9(4), 1989
  • Dynamic allocation in survey sampling, with Z. Govindarajulu in "American Journal of Mathematical and Management Sciences", Vol. 11 (3), 1991.
  • On Sequencing Two Types of Tasks on a Single Processor under Incomplete Information, with A. Burnetas in "Probability in the Engineering and Informational Sciences", Vol. 7 (1), 1993.
  • Sequential choice from several populations, with H. Robbins, in the Proceedings of the National Academy of Sciences of the United States of America, Vol. 92, 1995.
  • Finite state multi-armed bandit sensitive--discount, average-reward and average-overtaking optimality, with U. Rothblum in "Annals of Applied Probability", Vol. 6 (3), 1996.
  • Optimal Adaptive Policies for Sequential Allocation Problems, with A. Burnetas in "Advances in Applied Mathematics", Vol. 17 (2), 1996.
  • Optimal adaptive policies for Markov decision processes, with A. Burnetas in "Mathematics of Operations Research", Vol. 22(1), 1997.
  • Asymptotic Bayes Analysis for The Finite Horizon One Armed Bandit Problem, with A. Burnetas in "Probability in the Engineering and Informational Sciences", Vol. 17(1), 2003.
  • A Probabilistic Study on Combinatorial Expanders and Hashing, with P. G. Bradford in SIAM Journal on Computing, Vol. 37(1), 2007.
  • Effective load balancing for cluster-based servers employing job preemption, with Ungureanu, V. and B. Melamed in "Performance Evaluation", Vol. 65(8), 2008.
  • On Optimal Bidding in Sequential Procurement Auctions, with K. Puranam in "Operations Research Letters", Vol. 40, 2012.
  • A Successive Lumping Procedure for a Class of Markov Chains, with L. Smit, "Probability in the Engineering and Informational Sciences", Vol. 26(4), 2012 .
  • On the Life and Work of Cyrus Derman, with I. Olkin, S.M. Ross and J. Yang.
  • Optimization Under Uncertainty: Costs, Risks and Revenues - Cyrus Derman Memorial Volume 1, with S.M. Ross and J. Yang.

Awards[edit]

In 2012, Katehakis was elected a Fellow of the Institute for Operations Research and the Management Sciences (INFORMS).

In 2012, Katehakis was elected a Elected Member of the International Statistical Institute (ISI).

In 1992, Katehakis was awarded the Wolfowitz Prize. This prize was given for “introducing dynamic allocation in survey sampling for the first time”.

External links[edit]