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Article

Kunnumkal, S (2023) Technical Note—New Bounds for Cardinality-Constrained Assortment Optimization Under the Nested Logit Model. Operations Research, 71 (4). pp. 1112-1119. ISSN 0030-364X

Martínez-de-Albéniz, V and Kunnumkal, S (2022) A Model for Integrated Inventory and Assortment Planning. Management Science, 68 (7). pp. 5049-5067. ISSN 0025-1909

Kunnumkal, S and Talluri, K (2019) Choice Network Revenue Management Based on New Tractable Approximations. Transportation Science, 53 (6). pp. 1591-1608. ISSN 0041-1655

Kunnumkal, S and Talluri, K (2019) A strong Lagrangian relaxation for general discrete-choice network revenue management. Computational Optimization and Applications, 73. pp. 275-310. ISSN 1573-2894

Kunnumkal, S and Martínez-de-Albéniz, V (2019) Tractable Approximations for Assortment Planning with Product Costs. Operations Research, 67 (2). pp. 436-452. ISSN 1526-5463

Bala, R and Kunnumkal, S and Sohoni, M G (2016) Evergreening and operational risk under price competition. Naval Research Logistics, 63 (1). pp. 71-89. ISSN 1520-6750

Kunnumkal, S and Talluri, K (2016) On a Piecewise-Linear Approximation for Network Revenue Management. Mathematics of Operations Research, 41 (1). pp. 72-91. ISSN 1526-5471

Kunnumkal, S and Talluri, K (2016) Technical Note—A Note on Relaxations of the Choice Network Revenue Management Dynamic Program. Operations Research, 64 (1). pp. 158-166. ISSN 1526-5463

Kunnumkal, S (2015) On upper bounds for assortment optimization under the mixture of multinomial logit models. Operations Research Letters, 43 (2). pp. 189-194. ISSN 1872-7468

Kunnumkal, S (2014) Randomization approaches for network revenue management with customer choice behavior. Production and Operations Management, 23 (9). pp. 1617-1633. ISSN 1937-5956

Kunnumkal, S and Talluri, K and Topaloglu, H (2012) A randomized linear programming method for network revenue management with product-specific no-shows. Transportation Science, 46 (1). pp. 90-108. ISSN 1526-5447

Kunnumkal, S and Topaloglu, H (2011) Linear programming based decomposition methods for inventory distribution systems. European Journal of Operational Research, 211 (2). pp. 282-297. ISSN 1872-6860

Kunnumkal, S and Topaloglu, H (2011) A randomized linear program for the network revenue management problem with customer choice behavior. Journal of Revenue and Pricing Management, 10 (5). pp. 455-470. ISSN 1477-657X

Kunnumkal, S and Topaloglu, H (2011) A stochastic approximation algorithm to compute bid prices for joint capacity allocation and overbooking over an airline network. Naval Research Logistics, 58 (4). pp. 323-343. ISSN 1520-6750

Kunnumkal, S and Topaloglu, H (2010) Computing time-dependent bid prices in network revenue management problems. Transportation Science, 44 (1). pp. 38-62. ISSN 1526-5447

Kunnumkal, S and Topaloglu, H (2010) Simulation-based methods for booking control in network revenue management. Proceedings - Winter Simulation Conference. pp. 1890-1897. ISSN 1558-4305

Kunnumkal, S and Topaloglu, H (2010) A new dynamic programming decomposition method for the network revenue management problem with customer choice behavior. Production and Operations Management, 19 (5). pp. 575-590. ISSN 1937-5956

Kunnumkal, S and Topaloglu, H (2010) A stochastic approximation algorithm for making pricing decisions in network revenue management problems. Journal of Revenue and Pricing Management, 9 (5). pp. 419-442. ISSN 1477-657X

Kunnumkal, S and Topaloglu, H (2010) A stochastic approximation method with max-norm projections and its applications to the Q-learning algorithm. ACM Transactions on Modeling and Computer Simulation, 20 (3). pp. 1-26. ISSN 1558-1195

Kunnumkal, S and Topaloglu, H (2009) A stochastic approximation method for the single-leg revenue management problem with discrete demand distributions. Mathematical Methods of Operations Research, 70 (3). pp. 477-504. ISSN 1432-5217

Kunnumkal, S and Topaloglu, H (2008) A tractable revenue management model for capacity allocation and overbooking over an airline network. Flexible Services and Manufacturing Journal, 20: 125. pp. 125-147. ISSN 1936-6590

Kunnumkal, S and Topaloglu, H (2008) A duality-based relaxation and decomposition approach for inventory distribution systems. Naval Research Logistics, 55 (7). pp. 612-631. ISSN 1520-6750

Kunnumkal, S and Topaloglu, H (2008) A refined deterministic linear program for the network revenue management problem with customer choice behavior. Naval Research Logistics, 55 (6). pp. 563-580. ISSN 1520-6750

Kunnumkal, S and Topaloglu, H (2008) Using stochastic approximation methods to compute optimal base-stock levels in inventory control problems. Operations Research, 56 (3). pp. 646-664. ISSN 1526-5463

Kunnumkal, S and Topaloglu, H (2008) Exploiting the structural properties of the underlying markov decision problem in the Q-learning algorithm. INFORMS Journal on Computing, 20 (2). pp. 288-301. ISSN 1526-5528

Kunnumkal, S and Topaloglu, H (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. ISSN 1873-7579

Topaloglu, H and Kunnumkal, S (2006) Approximate dynamic programming methods for an inventory allocation problem under uncertainty. Naval Research Logistics, 53 (8). pp. 822-841. ISSN 1520-6750

Book Chapter

Kunnumkal, S (2019) Simulation. In: Essentials of Business Analytics An Introduction to the Methodology and its Applications. International Series in Operations Research & Management Science, 264 . Springer, Cham, Switzerland, pp. 305-336. ISBN 9783319688374

Kunnumkal, S and Topaloglu, H (2011) Transportation Resource Management. In: Wiley Encyclopedia of Operations Research and Management Science. American Cancer Society. ISBN 97804704005

Monograph

Singh, S and Deo, S and Kunnumkal, S (2022) Differential Diagnosis: Models, Heuristics, and Bounds. Working Paper. SSRN.

Kunnumkal, S (2018) New Bounds for Assortment Optimization Under the Nested Logit Model. Working Paper. SSRN.

Kunnumkal, S and Mart´ınez-de-Alb´eniz, V (2016) Tractable Models and Algorithms for Assortment Planning with Product Costs. Project Report. Indian School of Business.

Kunnumkal, S and Talluri, K (2015) New compact formulations for choice network revenue management. Working Paper. Indian School of Business.

Thesis

Kunnumkal, S (2007) Approximate Dynamic Programming and Stochastic Approximation Methods for Inventory Control and Revenue Management. Dissertation thesis, Cornell University.

Kunnumkal, S (2002) Multi-resolution analysis of earthquake losses : from city block to national scale. Masters thesis, Massachusetts Institute of Technology.