Research

Research Interests

  • Applications:
    • Shared Mobility, Sustainable Transportation, Vehicle Routing Problems
    • Network Equilibrium, Congestion Pricing
    • Risk Management in Transportation Systems, Hazardous Materials Transportation
    • Human-Infrastructure Interaction, Modeling Human Behavior, Bounded Rationality, Satisficing
  • Methodology:
    • Computational Game Theory, Robust Optimization, Bi-level Optimization
    • Reinforcement Learning, Neural Combinatorial Optimization
    • Market Design, Combinatorial Auction, Stable Matching
keywords from Dr. Kwon's publication



Google Scholar | ORCID | ResearcherID

Publications

(* = Dr. Kwon’s students)

Articles under Review

  1. Bogyrbayeva A.*, M. Takalloo*, H. Charkhgard, C. Kwon. An Iterative Combinatorial Auction Design for Fractional Ownership of Autonomous Vehicles. [PDF] [show abstract]
  2. Bogyrbayeva A.*, S. Jang, A. Shah, Y. J. Jang, C. Kwon. A Reinforcement Learning Approach for Rebalancing Electric Vehicle Sharing Systems. [arXiv] [PDF] [show abstract]
  3. Haider, Z.*, Y. Hu, H. Charkhgard, D. Himmelgreen, C. Kwon. Creating Grocery Delivery Hubs for Food Deserts at Local Convenience Stores via Spatial and Temporal Consolidation. [SSRN] [PDF] [show abstract]
  4. Haider, Z.*, H. Charkhgard, S. W. Kim, C. Kwon. Optimizing the Relocation Operations of Free-Floating Electric Vehicle Sharing Systems. (Honorable Mention, Student Paper Competition of the POMS College of Sustainable Operations, 2020) [SSRN] [PDF] [show abstract]
  5. A. Bogyrbayeva*, C. Kwon. Pessimistic Evasive Flow Capturing Problems. [PDF] [show abstract]

Journal Articles (Published or To Appear)

  1. Melendez, K.A.*, T.K. Das, C. Kwon. Optimal operation of a system of charging hubs and a fleet of shared autonomous electric vehicles. Applied Energy, Accepted. [PDF] [show abstract]
  2. Takalloo, M.*, A. Bogyrbayeva*, H. Charkhgard, C. Kwon. Solving the Winner Determination Problem in Combinatorial Auctions for Fractional Ownership of Autonomous Vehicles. International Transactions in Operational Research, Accepted. [DOI] [PDF] [show abstract]
  3. Melendez, K.A.*, T.K. Das, C. Kwon (2020). A Nash-bargaining Model for Trading of Electricity Between Aggregations of Peers. International Journal of Electrical Power and Energy Systems, 123, 106185. [DOI] [PDF] [show abstract]
  4. Taslimi, M.*, R. Batta, C. Kwon (2020). Medical Waste Collection Considering Transportation and Storage Risk. Computers & Operations Research, 120, 104966. [DOI] [PDF] [show abstract]
  5. Zhang, A.*, J.E. Kang, C. Kwon (2020). Generalized Stable User Matching for Autonomous Vehicle Co-ownership Programs. Service Science, 12(2–3), 61–79. [DOI] [PDF] [show abstract]
  6. Takalloo, M.*, C. Kwon (2020). Sensitivity of Wardrop Equilibria: Revisited. Optimization Letters, 14, 781–796. [DOI] [arXiv] [PDF] [show abstract]
  7. Zhang, A.*, J. E. Kang, C. Kwon (2020). Multi-day Scenario Analysis for Battery Electric Vehicle Feasibility Assessment and Charging Infrastructure Planning. Transportation Research Part C: Emerging Technologies, 111, 439–457. [DOI] [PDF] [show abstract]
  8. Takalloo, M.*, C. Kwon. On the Price of Satisficing in Network User Equilibria. Transportation Science, Accepted. [DOI] [arXiv] [PDF] [show abstract]
  9. Liu, X.*, C. Kwon. (2020) Exact Robust Solutions for the Combined Facility Location and Network Design Problem in Hazardous Materials Transportation. IISE Transactions, 52(10), 1156–1172. (Runner-up, Student Paper Competition of the INFORMS Section on Location Analysis (SOLA), 2019) [DOI] [PDF] [show abstract]
  10. Eaton, M., S. Yurek, Z. Haider*, M. Julien, F. Johnson, B. Udell, H. Charkhgard, C. Kwon. (2019) Spatial Conservation Planning under Uncertainty: Adapting to Climate Change Risks using Modern Portfolio Theory. Ecological Applications, 29(7):e01962. [DOI] [DATA] [show abstract]
  11. Su. L.*, C. Kwon. (2020) Risk-Averse Network Design with Behavioral Conditional Value-at-Risk for Hazardous Materials Transportation. Transportation Science, 54(1), 184–203. [DOI] [PDF] [show abstract]
  12. Subramanian, V. T. K. Das, C. Kwon, A. Gosavi (2019). A Data-Driven Methodology for Dynamic Pricing and Demand Response in Electric Power Networks. Electric Power Systems Research, 174, 105869. [DOI] [PDF] [show abstract]
  13. Melendez, K. A. *, V. Subramanian, T. K. Das, C. Kwon (2019). Empowering end-use consumers of electricity to aggregate for demand-side participation. Applied Energy, 248, 372–382. [DOI] [show abstract]
  14. Sun, L.*, M. Karwan, C. Kwon (2019). Path-Based Approaches to Robust Network Design Problems Considering Boundedly Rational Network Users. Transportation Research Record, 2673(3), 637–645. [DOI] [PDF] [show abstract]
  15. Su, L.*, L. Sun*, M. Karwan, C. Kwon (2019). Spectral Risk Measure Minimization in Hazardous Materials Transportation. IISE Transactions, 59(6), 638–652. (Featured in IISE Magazine) [DOI] [PDF] [show abstract]
  16. Saghand, P.G., H. Charkhgard, C. Kwon (2019). A Branch-and-Bound Algorithm for a Class of Mixed Integer Linear Maximum Multiplicative Programs: A Multi-objective Optimization Approach. Computers & Operations Research, 101, 263–274. [DOI] [PDF] [show abstract]
  17. Haider, Z.*, A. Nikolaev, J. E. Kang, C. Kwon (2018). Inventory Rebalancing through Pricing in Public Bike Sharing Systems. European Journal of Operational Research, 270(1), 103–117. [DOI] [PDF] [show abstract]
  18. Zhang, A.*, J. E. Kang, K. Axhausen, C. Kwon (2018). Multi-day Activity-Travel Pattern Sampling Based on Single-Day Data. Transportation Research Part C: Emerging Technologies, 89, 96–112. [DOI] [PDF] [show abstract]
  19. Haider, Z.*, H. Charkhgard, C. Kwon (2018). A Robust Optimization Approach for Solving Problems in Conservation Planning. Ecological Modelling, 368, 288–297. [DOI] [PDF] [show abstract]
  20. Toumazis, I.*, M. Kurt, A. Toumazi, L. Karakosta, C. Kwon. Comparative Effectiveness of Up-to-Three Lines of Chemotherapy Treatment Plans for Metastatic Colorectal Cancer. Medical Decision Making, Accepted. [DOI] [PDF] [show abstract]
  21. Chung, B.D., S. Park, C. Kwon (2018). Equitable Distribution of Recharging Stations for Electric Vehicles. Socio-Economic Planning Science, 63, 1–11. [DOI] [PDF] [show abstract]
  22. Zhang, A.*, J.E. Kang, C. Kwon (2017). Incorporating Demand Dynamics in Multi-Period Capacitated Fast-charging Location Planning for Electric Vehicles. Transportation Research Part B: Methodological, 103, 5–29. [DOI] [PDF] [DATA] [show abstract]
  23. Ahmed, M.T.*, J. Zhuang and C. Kwon (2017). Understanding Conflicting Interests of a Government and a Tobacco Manufacturer: A Game-Theoretic Approach. Group Decision and Negotiation, 26(6), 1209–1230. [DOI] [PDF] [show abstract]
  24. Sun, L.*, M. Karwan, C. Kwon (2018). Generalized Bounded Rationality and Robust Multicommodity Network Design. Operations Research, 66(1), 42–57. (Outstanding Paper Award in Urban Transportation Planning and Modeling, the INFORMS Transportation Science & Logistics (TSL) Society, 2019) [DOI] [PDF] [show abstract]
  25. Taslimi, M.*, R. Batta, C. Kwon (2017). A Comprehensive Modeling Framework for Hazmat Network Design, Hazmat Response Team Location, and Equity of Risk. Computers & Operations Research, 79, 119–130. [DOI] [PDF] [show abstract]
  26. Li, X., R. Batta, C. Kwon (2017). Effective and Equitable Supply of Gasoline to Impacted Areas in the Aftermath of a Natural Disaster. Socio-Economic Planning Sciences, 57, 25–34. [DOI] [PDF] [show abstract]
  27. Chung, S. H. and C. Kwon (2016). Integrated Supply Chain Management for Perishable Products: Dynamics and Oligopolistic Competition Perspectives with Application to Pharmaceuticals. International Journal of Production Economics, 179, 117–129. [DOI] [PDF] [show abstract]
  28. Esfandeh, T.*, R. Batta, and C. Kwon (2018). Time-Dependent Hazardous-materials Network Design Problem. Transportation Science, 52(2), 454–473. [DOI] [PDF] [DATA] [show abstract]
  29. Kumar, A. A., J. E. Kang, C. Kwon, and A. Nikolaev (2016). Inferring Origin-Destination Pairs and Utility-Based Travel Preferences for Shared Mobility Systems Users in a Multi-Modal Environment. Transportation Research Part B: Methodological, 91, 270–291. [DOI] [PDF] [show abstract]
  30. Sun, L.*, M. H. Karwan, C. Kwon (2016). Implications of Cost Equity Consideration in Hazmat Network Design. Transportation Research Record, 2567(1), 67–77. [DOI] [PDF] [show abstract]
  31. Esfandeh, T.*, C. Kwon, R. Batta (2016). Regulating Hazardous Materials Transportation by Dual Toll Pricing. Transportation Research Part B: Methodological, 83, 20–35. [DOI] [PDF] [show abstract]
  32. Sun, L.*, M. Karwan, and C. Kwon (2016). Incorporating Driver Behaviors in Network Design Problems: Challenges and Opportunities. Transport Reviews, 36(4), 454–478. [DOI] [PDF] [show abstract]
  33. Hwang, H., J. Park, S. H. Chang, N. Attard, S. Wells, C. Kwon, K. Friedman (2015). The Ties that Bind: Economic and Freight Transportation Implications of U.S.-Canada Border Bridges Using a Bi-national Transportation Network-Combined Economic Model. Research in Transportation Business & Management, 16, 32–49. [DOI] [PDF] [show abstract]
  34. Sun, L.*, M. Karwan, and C. Kwon (2016). Robust Hazmat Network Design Problems Considering Risk Uncertainty. Transportation Science, 50(4), 1188–1203. [DOI] [PDF] [show abstract]
  35. Toumazis, I*. and C. Kwon (2016). Worst-case Conditional Value-at-Risk Minimization for Hazardous Materials Transportation. Transportation Science, 50(4), 1174–1187. [DOI] [PDF] [DATA] [show abstract]
  36. Hariharan, V.G., D. Talukdar, and C. Kwon (2015). Optimal Targeting of Advertisement for New Products with Multiple Consumer Segments. International Journal of Research in Marketing, 32(3), 263–271. [DOI] [PDF] [SSRN] [show abstract]
  37. Chung, S. H. and C. Kwon (2015). Multi-Period Planning for Electric-Car Charging Station Locations: a Case of Korean Expressways. European Journal of Operational Research. 242(2), 677–687. [DOI] [PDF] [DATA] [show abstract]
  38. Lee, T. and C. Kwon (2014). A Short Note on the Robust Combinatorial Optimization Problems with Cardinality Constrained Uncertainty. 4OR, 12(4), 373–378. [DOI] [PDF] [CODE] [show abstract]
  39. Park, J., C. Kwon, and M. Son (2014). Economic Implications of the Canada-U.S. Border Bridges: Applying a Binational Economic Model for Canada and the U.S.. Research in Transportation Business and Management, 11, 123–133. [DOI] [PDF] [show abstract]
  40. Kang, Y.*, R. Batta and C. Kwon (2014). Value-at-Risk Model for Hazardous Material Transportation. Annals of Operations Research, 222(1), 361–387. [DOI] [PDF] [DATA] [show abstract]
  41. Berglund, P. G.* and C. Kwon (2014). Solving a Location Problem of a Stackelberg Firm Competing with Cournot-Nash Firms. Networks and Spatial Economics, 14(1), 117–132. [DOI] [PDF] [show abstract]
  42. Kang, Y.*, R. Batta and C. Kwon (2014). Generalized Route Planning Model for Hazardous Material Transportation with VaR and Equity Considerations. Computers & Operations Research, 43, 237–247. [DOI] [PDF] [DATA] [show abstract]
  43. Berglund, P. G.* and C. Kwon (2014). Robust Facility Location Problem for Hazardous Waste Transportation. Networks and Spatial Economics, 14(1), 91–116. [DOI] [PDF] [show abstract]
  44. Ahmed, M. T.* and C. Kwon (2014). Optimal Contract-Sizing in Online Display Advertising for Publishers with Regret Considerations. Omega, 42(1), 201–212. [DOI] [PDF] [show abstract]
  45. Toumazis, I.* and C. Kwon (2013). Routing Hazardous Materials on Time-Dependent Networks using Conditional Value-at-Risk. Transportation Research Part C: Emerging Technologies, 37, 73–92. [DOI] [PDF] [DATA] [show abstract]
  46. Kwon, C., T. Lee, P. G. Berglund* (2013). Robust Shortest Path Problems with Two Uncertain Multiplicative Cost Coefficients. Naval Research Logistics, 60(5), 375–394. [DOI] [PDF] [CODE] [show abstract]
  47. Ahmed, M.T.* , and C. Kwon (2012). Pricing Game of Online Display Advertisement Publishers. European Journal of Operational Research, 219, 477-487. [DOI] [PDF] [show abstract]
  48. Srinivasan, A.* and C. Kwon (2012). Operations of Online Advertising Services and Publisher's Option. Journal of the Operational Research Society, 63, 674–682. [DOI] [PDF] [show abstract]
  49. Chung, B.D., J. Li, T. Yao, C. Kwon and T. L. Friesz (2012). Demand Learning and Dynamic Pricing under Competition in a State-Space Framework. IEEE Transactions on Engineering Management, 59(2), 240–249. [DOI] [PDF] [show abstract]
  50. Wang, J.*, Y. Kang*, C. Kwon and R. Batta (2012). Dual Toll Pricing for Hazardous Material Transport with Linear Delay. Networks and Spatial Economics, 12, 147–165. [DOI] [PDF] [show abstract]
  51. Jung, T.* and C. Kwon (2011). Retailer-Supplier Matching: an Application of the Deferred Acceptance Algorithm. International Journal of Services Operations and Informatics, 6(3), 248–258. [DOI] [PDF] [show abstract]
  52. Friesz, T. L., T. I. Kim, C. Kwon and M. A. Rigdon (2011). Approximate Network Loading and Dual Time Scale Dynamic User Equilibrium. Transportation Research Part B, 45(1), 176-207. [DOI] [PDF] [show abstract]
  53. Moon. Y. and C. Kwon (2011). Online Advertisement Service Pricing and an Option. Electronic Commerce Research and Applications, 10(1), 38-48. [DOI] [PDF] [show abstract]
  54. Kwon, C. (2011). Single-Period Balancing of Pay-Per-Click and Pay-Per-View Online Display Advertisements. Journal of Revenue and Pricing Management, 10(3), 261-270. [DOI] [PDF] [show abstract]
  55. Kwon, C., T. L. Friesz, R. Mookherjee, T. Yao and B. Feng (2009). Non-cooperative Competition Among Revenue Maximizing Service Providers with Demand Learning. European Journal of Operational Research, 197(3), 981-996. [DOI] [PDF] [show abstract]
  56. Kwon, C. and T. L. Friesz (2008). Valuation of American Options by the Gradient Projection Method. Applied Mathematics and Computation, 206(1), 380-388. [DOI] [PDF] [show abstract]
  57. Friesz, T. L. and C. Kwon (2008). Supply Chain Design in Perfect Competition. International Journal of Services Operations and Informatics, 3(3/4), 340-356. [DOI] [PDF] [show abstract]
  58. Miller, T. C., T. L. Friesz, R. L. Tobin and C. Kwon (2007). Reaction Function Based Dynamic Location Modeling in Stackelberg-Nash-Cournot Competition. Networks and Spatial Economics, 7(1), 77-97. [DOI] [PDF] [show abstract]

Edited Book

  1. Batta, R. and C. Kwon (2013), Handbook of OR/MS Models in Hazardous Materials Transportation, International Series in Operations Research & Management Science, Vol. 193, Springer [DOI]

Book

  1. C. Kwon (2016), Julia Programming for Operations Research: A Primer on Computing, 7.5" x 9.25". 246 pages. ISBN-10: 153332879X, ISBN-13: 978-1533328793. [LINK]

Papers in Refereed Proceedings

  1. C. Kwon (2011), Conditional Value-at-Risk Model for Hazardous Materials Transportation, in Proceedings of the 2011 Winter Simulation Conference, S. Jain, R. R. Creasey, J. Himmelspach, K. P. White, and M. Fu, eds. pp. 1708-1714 [DOI] [PDF] [show abstract]
  2. Jeong, B., C. Kwon, Y.S. Zhang, and S. Yang (2010), Evaluating the Research Performance of a R\&D Program: an Application of DEA, Proceedings of the International Multi-Conference of Engineers and Computer Scientists 2010 Vol III, 5 pages. [PDF]
  3. Friesz, T. L., M. A. Rigdon and C. Kwon (2008), A New Gradient Projection Algorithm for the Dynamic User Equilibrium Problem, International Symposium on Dynamic Traffic Assignment 2008, 9 pages.
  4. Friesz, T. L., C. Kwon and M. A. Rigdon (2007), A Model of Competition in Service Management, Proceedings of 2007 IEEE/INFORMS International Conference on Service Operations and Logistics, and Informatics, 6 pages. [DOI]
  5. Friesz, T. L., C. Kwon and R. Mookherjee (2007). A Computable Theory of Dynamic Congestion Pricing. In: Transportation and Traffic Theory 2007: Papers selected for presentation at ISTTT17, a peer reviewed series since 1959, R. E. Allsop, M. G. H. Bell and B. G. Heydecker (Eds.), pp. 1-26. [PDF] [show abstract]
  6. Friesz, T. L., C. Kwon, A. Chow and B. Heydecker (2007), A Dynamic Efficient Toll Problem, The Sixth Triennial Symposium on Transportation Analysis (TRISTAN VI), 4 pages [PDF]
  7. Friesz, T. L., R. Mookherjee and C. Kwon (2006), Dynamic Non-cooperative Games as a Foundation for Modeling Dynamic User Equilibrium, The First International Symposium on Dynamic Traffic Assignment, 18 pages. [PDF] [PDF]
  8. Friesz, T. L., C. Kwon and R. Mookherjee (2006), A Computable Theory of Dynamic Congestion Pricing, The First International Symposium on Dynamic Traffic Assignment, 15 pages. [PDF]

Book Chapters

  1. Toumazis, I.*, C. Kwon, and R. Batta (2013), Value-at-Risk and Conditional Value-at-Risk Minimization for Hazardous Materials Routing, in Handbook of OR/MS Models in Hazardous Materials Transportation (Eds.:R. Batta and C. Kwon), Springer [DOI] [PDF] [DATA]
  2. Friesz, T. L., T. I. Kim, C. Kwon and M. A. Rigdon (2010), Computing Dual Time Scale Dynamic User Equilibria, in New Developments in Transport Planning: Advances in Dynamic Traffic Assignment (Eds.: C. M. J. Tampere, F. Viti and L. H. Immers), Edward Elgar Publishing. [LINK] [PDF]
  3. Friesz, T. L., C. Kwon and D. Bernstein (2009), Evolutionary and Preferential Attachment Models of Demand Growth, in Complexity and Spatial Networks: In Search of Simplicity (Eds.: Aura Reggiani and Roberto Patuelli), Springer-Verlag. [LINK] [DOI] [PDF]
  4. Friesz, T. L., C. Kwon and D. Bernstein (2007), Analytical Dynamic Traffic Assignment Models in Handbook of Transport Modelling 2nd Edition (Eds.: D. A. Hensher and K. J. Button), Elsevier. [LINK] [PDF]
  5. Friesz, T. L. and C. Kwon (2007), Strategic Freight Network Planning Models and a Dynamic Oligopolistic Urban Freight Network in Handbook of Transport Modelling 2nd Edition (Eds.: D. A. Hensher and K. J. Button), Elsevier. [LINK] [PDF]

Grants

  1. (pi, 100%) “Converting Convenience Stores from Sources of Unhealthy Foods to Hubs of Healthy Food Deliveries,” Creative Research Grant, USF Research & Innovation, 5/1/2020–4/30/2021
  2. (pi, 50%) “Measuring the Impact of the Large-scale Adoption of Ridesharing on the Spread of Infectious Diseases,” U.S. Department of Transportation (US DOT) through Center for Transportation, Environment, and Community Health (CTECH), , co-PIs: Tapas Das (USF), Miguel Reina (USF), 10/1/2019–9/30/2020
  3. (pi, 50%) “Efficient Operations of Free-Floating Electric-Car Sharing Systems Considering Energy-Aware Customers,” INFORMS TSL Cross-regional Collaborative Grant, , co-PI: Sang Won Kim (CUHK), 2019
  4. (pi, 80%) “Creating and Designing New Markets for Fractional Ownership of Autonomous Vehicles”, Proposal Enhancement Grant, USF Research & Innovation, co-PI: Hadi Charkhgard (USF), 5/1/2018–4/30/2019.
  5. (co-pi, 30%) “Applying Location-based Informatics, Simulation, and Optimization Methods to Forklift Driver Behavior, Congestion, and Wireless Charging Studies”, Toyota Material Handing North America, PI: Sang Won Yoon (Binghamton), co-PI: Sung Hoon Chung (Binghamton), 12/1/2016–11/30/2017.
  6. (pi, 100%) “Regulating Hazardous-materials Transportation with Behavioral Modeling of Drivers,” U.S. Department of Transportation (US DOT) through Center for Transportation, Environment, and Community Health (CTECH), , 11/30/2016–11/29/2017
  7. (co-pi, 50%) “Market Potential for Battery Electric Vehicles based on Multi-Day Activity-Travel Patterns”, U.S. Department of Transportation (US DOT) through University Transportation Research Center (UTRC), PI: Jee Eun Kang (UB), co-PI: Joan Lucas (Brockport), 5/1/2015–7/31/2016
  8. (pi, 100%) “CAREER: Advancing Routing Methods in Hazardous Materials Transportation”, National Science Foundation, 08/01/2014–07/31/2019, [CMMI-1351357]
  9. (co-pi, 50%) “Effective and Equitable Supply of Gasoline to Impacted Areas in the Aftermath of a Natural Disaster”, U.S. Department of Transportation (US DOT) through University Transportation Research Center (UTRC), PI: Rajan Batta (UB), 03/01/2014–05/31/2015
  10. (co-pi, 35%) “The Ties that Bind: Developing a Bi-national Transportation-Combined Economic Simulation Model to Assess Security and Policy Implications of US-Canada Border Bridges”, U.S. Department of Transportation (US DOT) through University Transportation Research Center (UTRC), PI: Jiyoung Park (UB), co-PI: Kathryn Friedman (UB), 02/01/2014–08/31/2015
  11. (pi, 80%) SUNY Innovative Instruction Technology Grant, “Developing an Interactive Web-Application for Instructions Involving Networks”, co-PI: Ann Bisantz (UB), 06/01/2013–06/30/2014 [SUNY IITG 2013]
  12. (pi, 100%) Research and Innovative Technology Administration (RITA) / U.S. Department of Transportation (US DOT) through University Transportation Research Center (UTRC), Emerging Investigators Program, “Real-time Dynamic Pricing for Bicycle Sharing Programs”, 10/01/2012–08/31/2014 [RITA 49997-34-24]
  13. (pi, 33%) Research and Innovative Technology Administration (RITA) / U.S. Department of Transportation (US DOT) through University Transportation Research Center (UTRC), “Towards Socially and Economically Sustainable Urban Developments”, co-Is: Jiyoung Park (UB), Qian Wang (UB), 12/23/2011–09/30/2012 [RITA 49111-23-23]
  14. (pi, 100%) Goodwill Industries of WNY, Inc. through the Center for Industrial Effectiveness, “Processing Area Improvement Initiative”, 11/30/2011–5/30/2012
  15. (pi, 50%) National Science Foundation (NSF), “Collaborative Research: Regulating Hazardous Materials Transportation by Multi-Objective Dual Toll Pricing”, co-PIs: Rajan Batta (UB), 09/01/2011–08/31/2014 [CMMI-1068585]
  16. (pi, 100%) Research and Innovative Technology Administration (RITA) / U.S. Department of Transportation (US DOT) through University Transportation Research Center (UTRC), Faculty Development Minigrants, “Robust Routing for Hazardous Materials Transportation with Conditional Value-at-Risk on Time-Dependent Networks”, 07/01/2011–09/30/2012 [RITA 49111-07-23]
  17. (pi, 100%) Efficient Schools Team, LLC., Buffalo, NY, through The Center for Industrial Effectiveness, “Food Service Efficiency & Capacity Analysis Study/Assessment”, 03/30/2011–09/30/2011
  18. (pi, 50%) Embassy of Canada in Washington, D.C., “Economic Implications of the Canada-US Border Bridges: Applying a Transportation-Combined Multiregional Input-Output Model for Canada and the U.S.”, co-PI: Jiyoung Park (UB), 03/01/2011–02/28/2012 [link]
  19. (co-pi, 50%) The Canadian-American Studies Committee, Fall 2010 Grant Competition, , PI: Jiyoung Park (UB), 2010