Predictive and Prescriptive Analytics Toward Passenger-Centric Ground Delay Programs
Published Online:29 Dec 2021https://doi.org/10.1287/trsc.2021.1081
References
- (2021) Assortment optimization under consider-then-choose choice models. Management Sci. 67(6):3368–3386.Google Scholar
- (2018) Optimal large-scale air traffic flow management. Working paper, MIT.Google Scholar
- (2007) Air transportation: Irregular operations and control. Barnhart C, Laporte G, eds. Handbook in Operations Research & Management Science, vol. 14 (Elsevier, New York), 1–67.Google Scholar
- (2020) Quantity-contingent auctions and allocation of airport slots. Transportation Sci. 54(4):858–881.Link, Google Scholar
- (2003) A stochastic integer program with dual network structure and its application to the ground-holding problem. Oper. Res. 51(1):167–171.Link, Google Scholar
- (2010) Total delay impact study. Technical report, National Center of Excellence for Aviation Operations Research, College Park, MD.Google Scholar
- (2015) Service level expectation setting for air traffic flow management: Practical challenges and benefits assessment. Proc. 12th USA/Europe Air Traffic Management R&D Seminar. http://www.atmseminar.org/seminarContent/seminar12/papers/12th_ATM_RD_Seminar_paper_132.pdf.Google Scholar
- (2014) Modeling passenger travel and delays in the national air transportation system. Oper. Res. 62(3):580–601.Link, Google Scholar
- (2012) Equitable and efficient coordination in traffic flow management. Transportation Sci. 46(2):262–280.Link, Google Scholar
- (2016) Fairness and collaboration in network air traffic flow management: An optimization approach. Transportation Sci. 50(1):57–76.Link, Google Scholar
- (2020) From predictive to prescriptive analytics. Management Sci. 66(3):1025–1044.Link, Google Scholar
- (1998) The air traffic flow management problem with enroute capacities. Oper. Res. 46(3):406–422.Link, Google Scholar
- (2019) Optimizing schools’ start time and bus routes. Proc. National Acad. Sci. USA 116(13):5943–5948.Crossref, Google Scholar
- (2012) On the efficiency-fairness trade-off. Management Sci. 58(12):2234–2250.Link, Google Scholar
- (2011) An integer optimization approach to large-scale air traffic flow management. Oper. Res. 59(1):211–227.Link, Google Scholar
- (2016) Optimization in online content recommendation services: Beyond click-through rates. Manufacturing Service Oper. Management 18(1):15–33.Link, Google Scholar
- (2006) Flight operations recovery: New approaches considering passenger recovery. J. Scheduling 9(3):279–298.Crossref, Google Scholar
- (2001) Random forests. Machine Learning 45(1):5–32.Crossref, Google Scholar
- (2017) Classification and Regression Trees (Routledge).Crossref, Google Scholar
- Bureau of Transportation Statistics (2020) Airline origin and destination survey (DB1B). Accessed January 15, 2021, www.transtats.bts.gov.Google Scholar
- 2020 Uncertainty-aware routing of aerial sensors for infrastructure damage inspection. Working paper.Google Scholar
- (2021) Smart “predict, then optimize”. Management Sci. Forthcoming.Link, Google Scholar
- (2016) Airline-driven performance-based air traffic management: game theoretic models and multicriteria evaluation. Transportation Sci. 50(1):180–203.Link, Google Scholar
- Federal Aviation Administration (2004) Airport capacity benchmark report. Technical report, Federal Avaiation Administration, Washington, DC.Google Scholar
- Federal Aviation Administration (2013) Aviation system performance metrics (ASPM) database. Accessed April 4, 2013, https://aspm.faa.gov/apm/sys/main.asp.Google Scholar
- (2016) Analytics for an online retailer: Demand forecasting and price optimization. Manufacturing Service Oper. Management 18(1):69–88.Link, Google Scholar
- (2015) Initial shipment decisions for new products at Zara. Oper. Res. 63(2):269–286.Link, Google Scholar
- (1993) Airport capacity: Representation, estimation, optimization. IEEE Trans. Control Systems Tech. 1(3):144–154.Crossref, Google Scholar
- (1970) Ridge regression: Biased estimation for nonorthogonal problems. Technometrics 12(1):55–67.Crossref, Google Scholar
- (2015) An integrated scheduling and operations approach to airport congestion mitigation. Oper. Res. 63(6):1390–1410.Link, Google Scholar
- (2018) Interairline equity in airport scheduling interventions. Transportation Sci. 52(4):941–964.Link, Google Scholar
- (2017) Dynamic control of runway configurations and of arrival and departure service rates at JFK airport under stochastic queue conditions. Transportation Sci. 51(1):155–176.Link, Google Scholar
- (2018) Stochastic optimization models for transferring delay along flight trajectories to reduce fuel usage. Transportation Sci. 52(1):134–149.Link, Google Scholar
- (2021) On-time last mile delivery: Order assignment with travel time predictors. Management Sci. 67(7):4095–4119.Link, Google Scholar
- (2017) Integrated disruption management and flight planning to trade off delays and fuel burn. Transportation Sci. 51(1):88–111.Link, Google Scholar
- (2020) An incentive compatible, efficient market for air traffic flow management. Theoretical Comput. Sci. 818:41–50.Crossref, Google Scholar
- (2007) A dynamic stochastic model for the single airport ground holding problem. Transportation Sci. 41(4):444–456.Link, Google Scholar
- (1987) The flow management problem in air traffic control. Odoni A, Bianco L, Szego G, eds. Flow Control of Congested Networks (Springer-Verlag, Berlin, Heidelberg), 269–288.Crossref, Google Scholar
- (2012) secondary trading of airport slots as a combinatorial exchange. Transportation Res., Part E Logist. Transportation Rev. 48(5):1009–1022.Crossref, Google Scholar
- (2011) A stochastic and dynamic model of delay propagation within an airport network for policy analysis. PhD thesis, Massachusetts Institute of Technology, Cambridge, MA.Google Scholar
- (1993) Solving optimally the static ground-holding policy problem in air traffic control. Transportation Sci. 27(3):228–237.Link, Google Scholar
- (2012) Analysis, modeling and control of the airport departure process. PhD thesis, Massachusetts Institute of Technology, Cambridge, MA.Google Scholar
- (2012) Do more US airports need slot controls? A welfare based approach to determine slot levels. Transportation Res. Part B: Methodological 46(9):1239–1259.Crossref, Google Scholar
- (1993) Strategic flow management for air traffic control. Oper. Res. 41(1):138–152.Link, Google Scholar
- (1996) Regression shrinkage and selection via the lasso. J. Royal Statist. Soc. B 58(1):267–288.Crossref, Google Scholar
- (2012) Modeling airline frequency competition for airport congestion mitigation. Transportation Sci. 46(4):512–535.Link, Google Scholar
- (2006) Slot trading opportunities in collaborative ground delay programs. Transportation Sci. 40(1):29–43.Link, Google Scholar
- (2012) Air traffic flow management. quantitative problem solving methods in the airline industry. International Series in Operations Research and Management Science (Springer, New York), 385–453.Google Scholar
- (1994) The multi-airport ground-holding problem in air traffic control. Oper. Res. 42(2):249–261.Link, Google Scholar
- (1996) Collaborative decision making through dynamic information transfer. Air Traffic Control Quart. 4(2):107–123.Crossref, Google Scholar

