An integrated connection planning and passenger allocation model for low-cost carriers

被引:15
作者
Birolini, Sebastian [1 ]
Besana, Emanuele [1 ]
Cattaneo, Mattia [1 ]
Redondi, Renato [1 ]
Sallan, Jose Maria [2 ]
机构
[1] Univ Bergamo, Dept Management Informat & Prod Engn, Bergamo, Italy
[2] Univ Politecn Cataluna, ESEIAAT, Barcelona, Spain
关键词
Connection planning; Low-cost carriers; Demand-supply interactions; Airline planning; Airline hybridization; Hub allocation; FLEET ASSIGNMENT; AIRLINE NETWORK; AIR TRANSPORTATION; LOCATION PROBLEM; DEMAND MODEL; HUB LOCATION; COMPETITION; EUROPE;
D O I
10.1016/j.jairtraman.2021.102160
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The aviation industry has recently experienced a fast move toward the hybridization of airline business models. This has remarkably affected airline network structures, moving from a neat contraposition between hub-and-spoke networks (typical of full-service carriers) and point-to-point networks (typical of low-cost carriers) to more hybrid architectures. While literature has widely documented the ongoing restructuring of airline networks, the development of decision support systems in this respect has been rather scant. In this paper, we develop an optimization-based approach-referred to Integrated Connection Planning and Passenger Allocation Model (ICPPAM)-to support low-cost airlines in the early stage of connection planning, encompassing the definition of the most promising transfer airports and the set of optimal connecting itineraries to be rolled out over an existing network of flights. The ICPPAM solves the passenger mix problem on every flight segment, leveraging endogenous demand estimates based on an empirical discrete choice model. We demonstrate the applicability of the proposed approach to the large-scale network of Ryanair in 2019. Results highlight that the proposed approach can significantly aid airlines' decision-making, leading to significant revenue improvements (up to 4.4%) and shedding insights into network development alternatives.
引用
收藏
页数:14
相关论文
共 60 条
[1]   Airline flight schedule planning under competition [J].
Abdelghany, Ahmed ;
Abdelghany, Khaled ;
Azadian, Farshid .
COMPUTERS & OPERATIONS RESEARCH, 2017, 87 :20-39
[2]   Competition in a deregulated air transportation market [J].
Adler, N .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 129 (02) :337-345
[3]   The multi-airline p-hub median problem applied to the African aviation market [J].
Adler, Nicole ;
Njoya, Eric Tchouamou ;
Volta, Nicola .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2018, 107 :187-202
[4]  
Barnhart C., 2004, Manufacturing & Service Operations Management, V6, P3, DOI 10.1287/msom.1030.0018
[5]   Applications of operations research in the air transport industry [J].
Barnhart, C ;
Belobaba, P ;
Odoni, AR .
TRANSPORTATION SCIENCE, 2003, 37 (04) :368-391
[6]   Itinerary-based airline fleet assignment [J].
Barnhart, C ;
Kniker, TS ;
Lohatepanont, M .
TRANSPORTATION SCIENCE, 2002, 36 (02) :199-217
[7]  
Belobaba P., 2015, The global airline industry
[8]   AIRLINE YIELD MANAGEMENT - AN OVERVIEW OF SEAT INVENTORY CONTROL [J].
BELOBABA, PP .
TRANSPORTATION SCIENCE, 1987, 21 (02) :63-73
[9]   APPLICATION OF A PROBABILISTIC DECISION-MODEL TO AIRLINE SEAT INVENTORY CONTROL [J].
BELOBABA, PP .
OPERATIONS RESEARCH, 1989, 37 (02) :183-197
[10]  
Ben-Akiva M. E., 1985, TRANSPORTATION STUDI