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Professor Narahari speaks on Incentive Compatible Mechanisms for Decentralized Supply Chain Formation |
ABSTRACT:
We consider a decentralized supply chain formation problem for linear,
multi-echelon supply chains when the managers of the individual echelons are
autonomous, rational, and intelligent. At each echelon, there is a choice of
service providers and the specific problem we solve is that of determining a
cost-optimal mix of service providers so as to achieve a desired level of
end-to-end delivery performance. The problem can be
broken up into two sub-problems following a mechanism design approach: (1)
Design of an incentive compatible mechanism to elicit the true cost functions
from the echelon managers; (2) Formulation and solution of an appropriate
optimization problem using the true cost information.
In this talk, we first propose a dominant strategy incentive compatible (DSIC)
protocol based on the classical Vickrey-Clarke-Groves mechanisms, for solving
this problem. This solution makes it a best response for each agent to report
true cost functions irrespective of what is reported by the other agents. Next,
we propose a novel Bayesian incentive compatible (BIC) mechanism for eliciting
the true cost functions. The BIC protocol makes truth revelation a best
response for each agent only when all other agents also report their true cost
functions. The BIC protocol significantly reduces the cost of supply chain
formation.
We illustrate the two protocols through the example of a three echelon
manufacturing supply chain.
BIOGRAPHY OF Y. NARAHARI
Y. Narahari is currently a Professor at the Department of Computer Science and
Automation, Indian Institute of Science, Bangalore. He completed his Ph.D. at
the same Department in 1988, with his Doctoral Dissertation on Petri Nets
winning the Best Thesis Award for Electrical Sciences at the Indian Institute of
Science. His current research focuses on the use of game theory and
mechanism design in network economics problems. He is currently completing a
research monograph entitled Emerging Game Theoretic Problems in Network
Economics and Mechanism Design Solutions, to be published by Springer, London.
He has earlier co-authored a widely acclaimed textbook on Performance Modeling
of Automated Manufacturing Systems (Prentice Hall, Englewood Cliffs, NJ, 1992).
He has spent sabbaticals at the Massachusetts Institute of Technology,
Cambridge, MASS, USA, in 1992 and at the National Institute of Standards and
Technology, Gaithersburg, MD, USA, in 1997. He is currently on the editorial
board of IEEE Transactions on Systems, Man & Cybernetics (Part A) and IEEE
Transactions on Automation Science & Engineering. Dr. Narahari is a Fellow of
the Indian National Academy of Engineering and a Homi Bhabha Fellow. He has
been involved in several collaborative research projects with Intel, General
Motors R&D, and Infosys in the areas of supply chain formation, procurement
auctions, combinatorial auctions, and optimal mechanisms.
For more information on Dr.Narahari please visit his personal webpage