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Email sumit_kunnumkal@isb.edu
Sumit Kunnumkal is a Professor of Operations Management at the Indian School of Business. He holds a Ph.D. in Operations Research from Cornell University. He received his M.S. in Transportation from the Massachusetts Institute of Technology and his B.Tech. in Civil Engineering from the Indian Institute of Technology, Madras. He has previously taught at the Smith School of Business, Queen’s University and has held visiting positions at the Singapore University of Technology and Design and Universitat Pompeu Fabra. His research interests lie in the areas of pricing and revenue management, retail operations, assortment planning and approximate dynamic programming. He has taught in the Post Graduate Program, the Fellow Program and various advanced management and executive education programs at ISB.
Kunnumkal, Sumit. (2023) "Technical Note—New Bounds for Cardinality-Constrained Assortment Optimization Under the Nested Logit Model", Operations Research , 71 (4), 1021-1439 Martinez-de-Albeniz, Victor., Kunnumkal, Sumit. (2022) "A Model for Integrated Inventory and Assortment Planning", Management Science , 68 (7), 5049–5067 Kunnumkal, Sumit., Talluri, Kalyan. (2019) "Choice network revenue management based on new tractable approximations", Transportation Science , 53 (6), 1591–1608 Kunnumkal, Sumit., Martinez-de-Albeniz, Victor. (2019) "Tractable Approximations for Assortment Planning with Product Costs", Operations Research , 62 (2), 436–452 Bala, Ram., Kunnumkal, Sumit., Sohoni, Milind. (2016) "Evergreening and Operational Risk Under Price Competition", Naval Research Logistics Quarterly , 63 (1), 71-89 Kunnumkal, Sumit., Talluri, Kalyan., Topaloglu, Huseyin. (2012) "A Randomized Linear Programming Method for Network Revenue Management with Product-Specific No-Shows", Transportation Science , 46 (1), 90–108 Kunnumkal, Sumit., Topaloglu, Huseyin. (2011) "Linear Programming Based Decomposition Methods for Inventory Distribution Systems", European Journal of Operational Research , 211 (2), 282–297 Kunnumkal, Sumit., Topaloglu, Huseyin. (2011) "A Stochastic Approximation Algorithm to Compute Bid Prices for Joint Capacity Allocation and Overbooking Over an Airline Network", Naval Research Logistics Quarterly , 58 (4), 323–343 Kunnumkal, Sumit., Topaloglu, Huseyin. (2011) "A Randomized Linear Program for the Network Revenue Management Problem with Customer Choice Behavior", Journal of Revenue and Pricing Management , 10 (5), 455–470 Kunnumkal, Sumit., Topaloglu, Huseyin. (2010) "A Stochastic Approximation Algorithm for Making Pricing Decisions in Network Revenue Management Problems", Journal of Revenue and Pricing Management , 9 (5), 419–442 Kunnumkal, Sumit., Huseyin Topaloglu. (2010) "A New Dynamic Programming Decomposition Method for the Network Revenue Management Problem with Customer Choice Behavior", Production and Operations Management , 19 (5), 575–590 Kunnumkal, Sumit., Huseyin Topaloglu. (2010) "Computing Time-Dependent Bid-Prices in Network Revenue Management Problems", Transportation Science , 44 (1), 38-62 Kunnumkal, Sumit., Topaloglu, Huseyin. (2010) "A Stochastic Approximation method with Max-Norm Projections and its Application to the Q-Learning Algorithm", ACM Transactions on Computer Modeling and Simulation , 20 (3), 1 - 26 Kunnumkal, Sumit., Huseyin Topaloglu. (2009) "A stochastic approximation method for the single-leg revenue management problem with discrete demand distributions", Mathematical Methods of Operations Research , 70 (3), 477–504 Kunnumkal, Sumit., Huseyin Topaloglu. (2008) "A Duality-Based Relaxation and Decomposition Approach for Inventory Distribution Systems", Naval Research Logistics Quarterly , 55 (7), 612–631 Kunnumkal, Sumit., Huseyin Topaloglu. (2008) "A tractable revenue management model for capacity allocation and overbooking over an airline network", Flexible Services and Manufacturing Journal , 20 (3), 125-147 Kunnumkal, Sumit., Huseyin Topaloglu. (2008) "A Refined Deterministic Linear Program for the Network Revenue Management Problem with Customer Choice Behavior", Naval Research Logistics Quarterly , 55 (6), 563–580 Kunnumkal, Sumit., Huseyin Topaloglu. (2008) "Exploiting the Structural Properties of the Underlying Markov Decision Problem in Q-Learning Algorithm", INFORMS Journal on Computing , 20 (2), 288-301 Kunnumkal, Sumit., Huseyin Topaloglu. (2008) "Using Stochastic Approximation Methods to Compute Optimal Base-Stock Levels in Inventory Control Problems", Operations Research , 56 (3), 646–664 Kunnumkal, Sumit., Huseyin Topaloglu. (2008) "Price Discounts in Exchange for Reduced Customer Demand Variability and Applications to Advance Demand Information Acquisition", International Journal of Production Economics , 111 (2), 543-561 Kunnumkal, Sumit., Huseyin Topaloglu. (2006) "Approximate Dynamic Programming Methods for an Inventory Allocation Problem under Uncertainty", Naval Research Logistics Quarterly , 53 (8), 822–841
Kunnumkal, Sumit., Veneziano, Daniele., Sussman, Joseph., Gupta, Umang. (2002) "Earthquake Loss Under Limited Transportation Capacity: Assessment, Sensitivity and Mitigation", 7th USNCEE Conference, Boston Kunnumkal, Sumit., Veneziano, Daniele., Sussman, Joseph., Gupta, Umang. (2001) "Earthquake Loss Estimation Including Transportation Network Damage", Mid-Continent Earthquake Hazards Symposium, Joint AEG/AIPG National Meeting, St. Louis Kunnumkal, Sumit., Topaloglu, Huseyin. "Simulation-Based Methods for Booking Control in Network Revenue Management", Proceedings of the 2010 Winter Simulation Conference