Abstract
The interest of on demand transport systems is constantly growing. This trend is accompanied by increased customer’s expectations in the quality of the service provided. In this regard, the quality of service must meet the needs for more customer-oriented features. This article summarizes recent developments in Dial-A-Ride Problems which integrate customer service quality. We provide a classification of the variants examined, as well as the available resolution methodologies and references on the instances used. A discussion on the sate of the art is given with perspectives for future researches.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Agatz, N., Erera, A., Savelsbergh, M., Wang, X.: Optimization for dynamic ride-sharing: a review. Eur. J. Oper. Res. 223(2), 295–303 (2012)
Aggoune-Mtalaa, W., Aggoune, R.: An optimization algorithm to schedule care for the elderly at home. Int. J. Inform. Sci. Intell. Syst. 3(3), 41–50 (2014)
Amroun, K., Habbas, Z., Aggoune-Mtalaa, W.: A compressed generalized hypertree decomposition-based solving technique for non-binary constraint satisfaction problems. AI Commun. 29(2), 371–392 (2016)
Armstrong, G.R., Garfinkel, R.S.: Dynamic programming solution of the single and multiple vehicle pickup and delivery problem with application to dial-a-ride. Working paper 162, University of Tennessee (1982)
Beaudry, A., Laporte, G., Melo, T., Nickel, S.: Dynamic transportation of patients in hospitals. OR Spectr. 32(1), 77–107 (2010)
Bennekrouf, M., Aggoune-Mtalaa, W., Sari, Z.: A generic model for network design including remanufacturing activities. Supply Chain Forum 14(2), 4–17 (2013)
Braekers, K., Caris, A., Janssens, G.K.: Exact and meta-heuristic approach for a general heterogeneous dial-a-ride problem with multiple depots. Transp. Res. Part B: Methodol. 67, 166–186 (2014)
Cappart, Q., Thomas, C., Schaus, P., Rousseau, L.M.: A constraint programming approach for solving patient transportation problems. In: International Conference on Principles and Practice of Constraint Programming, pp. 490–506. Springer, Cham (2018)
Carotenuto, P., Martis, F.: A double dynamic fast algorithm to solve multi-vehicle dial-a-ride problem. Transp. Res. Proced. 27, 632–639 (2017)
Çetin, T.: The rise of ride sharing in urban transport: threat or opportunity? In: Urban Transport Systems, vol. 191 (2017)
Chassaing, M., Duhamel, C., Lacomme, P.: An ELS-based approach with dynamic probabilities management in local search for the dial-a-ride problem. Eng. Appl. Artif. Intell. 48, 119–133 (2016)
Cordeau, J.-F.: A branch-and-cut algorithm for the dial-a-ride problem. Oper. Res. 54, 573–586 (2006)
Cordeau, J.F., Laporte, G.: The dial-a-ride problem (DARP) variants, modeling issues and algorithms. Q. J. Belg. Fr. Ital. Oper. Res. Soc. 89–101, (2003a)
Cordeau, J.-F., Laporte, G.: A tabu search heuristic for the static multi-vehicle dial-a-ride problem. Transp. Res. Part B: Methodol. 37(6), 579–594 (2003b)
Cordeau, J.F., Laporte, G.: The dial-a-ride problem: models and algorithms. Ann. Oper. Res. 153(1), 29–46 (2007)
Cordeau, J.F., Laporte, G., Potvin, J.Y., Savelsbergh, M.W.: Transportation on demand. Handbooks in Operations Research and Management Science 14, 429–466 (2007)
Detti, P., Papalini, F., de Lara, G.Z.M.: A multi-depot dial-a-ride problem with heterogeneous vehicles and compatibility constraints in healthcare. Omega 70, 1–14 (2017)
Diana, M.: Innovative systems for the transportation disadvantaged: toward more efficient and operationally usable planning tools. Transp. Plann. Technol. 27, 315–331 (2004)
Enrique Fernindez, L.J., de Cea Ch, J., Malbran, R.H.: Demand responsive urban public transport system design: methodology and application. Transp. Res. Part A: Policy Pract. 42(7), 951–972 (2008)
Faria, A., Yamashita, M., Tozi, L.A., Souza, V.J., Brito Jr, I.: Dial-a-ride routing system: the study of mathematical approaches used in public transport of people with physical disabilities. In: Proceedings of 12th World Conference on Transport Research Society (2010)
Healy, P., Moll, R.: A new extension of local search applied to the dial-a-ride problem. Eur. J. Oper. Res. 83, 83–104 (1995)
Heilporn, G., Cordeau, J.F., Laporte, G.: An integer L-shaped algorithm for the dial-a-ride problem with stochastic customer delays. Discret. Appl. Math. 159(9), 883–895 (2011)
Hll, C.H., Andersson, H., Lundgren, J.T., Vrbrand, P.: The integrated dial-a-ride problem. Public Transp. 1(1), 39–54 (2009)
Ho, S., Nagavarapu, S.C., Pandi, R.R., Dauwels, J.: An improved tabu search heuristic for static dial-a-ride problem (2018a)
Ho, S.C., Szeto, W.Y., Kuo, Y.H., Leung, J.M., Petering, M., Tou, T.W.: A survey of dial-a-ride problems: literature review and recent developments. Transp. Res. Part B: Methodol. 111, 395–421 (2018b)
Hu, T.-Y., Chang, C.-P.: A revised branch-and-price algorithm for dial-a-ride problems with the consideration of time-dependent travel cost. J. Adv. Transp. 49(6), 700–723 (2015)
Instance of Cordeau (2003). http://neumann.hec.ca/chairedistributique/data/darp/
Instances of Cordeau (2006). http://neumann.hec.ca/chairedistributique/data/darp/. Last accessed 2020
Instances of Chassaing (2016). http://fc.isima.fr/~lacomme/Maxime/. Last Accessed 2020
Jaw, J.J., Odoni, A.R., Psaraftis, H.N., Wilson, N.H.: A heuristic algorithm for the multi-vehicle advance request dial-a-ride problem with time windows. Transp. Res. Part B: Methodol. 20(3), 243–257 (1986)
Jlassi, J., Euchi, J., Chabchoub, H.: Dial-a-ride and emergency transportation problems in ambulance services. Comput. Sci. Eng. 2(3), 17–23 (2012)
Jorgensen, R.M., Larsen, J., Bergvinsdottir, K.B.: Solving the dial-a-ride problem using genetic algorithms. J. Oper. Soc. 58, 1321–1331 (2007)
Lehu, F., Masson, R., Parragh, S.N., Pton, O., Tricoire, F.: A multi-criteria large neighbourhood search for the transportation of disabled people. J. Oper. Res. Soc. 65(7), 983–1000 (2014)
Li, D., Antoniou, C., Jiang, H., Xie, Q., Shen, W., Han, W.: The value of prepositioning in smartphone-based vanpool services under stochastic requests and time-dependent travel times. Transp. Res. Rec. 2673(2), 26–37 (2019)
Luo, Y., Schonfeld, P.: A rejected-reinsertion heuristic for the static dial-a-ride problem. Transp. Res. Part B: Methodol. 41(7), 736–755 (2007)
Ma, T.Y., Rasulkhani, S., Chow, J.Y., Klein, S.: A dynamic ridesharing dispatch and idle vehicle repositioning strategy with integrated transit transfers. Transp. Res. Part E: Logist. Transp. Rev. 128, 417–442 (2019)
Markovi, N., Nair, R., Schonfeld, P., Miller-Hooks, E., Mohebbi, M.: Optimizing dial-a-ride services in Maryland: benefits of computerized routing and scheduling. Transp. Res. Part C: Emerg. Technol. 55, 156–165 (2015)
Masson, R., Lehu, F., Pton, O.: The dial-a-ride problem with transfers. Comput. Oper. Res. 41, 12–23 (2014)
Melachrinoudis, E., Min, H.: A tabu search heuristic for solving the multi-depot, multi-vehicle, double request dial-a-ride problem faced by a healthcare organisation. Int. J. Oper. Res. 10(2), 214–239 (2011)
Melachrinoudis, E., Ilhan, A.B., Min, H.: A dial-a-ride problem for client transportation in a health-care organization. Comput. Oper. Res. 34, 742–759 (2007)
Molenbruch, Y., Braekers, K., Caris, A.: Typology and literature review for dial-a-ride problems. Ann. Oper. Res. 259(1–2), 295–325 (2017a)
Molenbruch, Y., Braekers, K., Caris, A.: Benefits of horizontal cooperation in dial-a-ride services. Transp. Res. Part E: Logist. Transp. Rev. 107, 97–119 (2017b)
Molenbruch, Y., Braekers, K., Caris, A.: Operational effects of service level variations for the dial-a-ride problem. CEJOR 25(1), 71–90 (2017c)
Mulley, C., Nelson, J.D.: Flexible transport services: a new market opportunity for public transport. Res. Transp. Econ. 25(1), 39–45 (2009)
Nasri, S., Bouziri, H.: Improving total transit time in dial-a-ride problem with customers-dependent criteria. In: 14th International Conference on Computer Systems and Applications (AICCSA), pp. 1141–1148. IEEE, Tunisia (2017)
Pagano, A.M., McKnight, C.E.: Quality of service in special service paratransit: the users perspective. Transp. Res. Rec. 934, 14–23 (1983)
Paquette, J., Cordeau, J.-F., Laporte, G.: Une tude comparative de divers modles pour le problme de transport la demande. INFOR 45, 95–110 (2007)
Paquette, J., Cordeau, J.-F., Laporte, G.: Quality of service in dial-a-ride operations. Comput. Ind. Eng. 56, 1721–1734 (2009)
Paquette, J., Bellavance, F., Cordeau, J.F., Laporte, G.: Measuring quality of service in dial-a-ride operations: the case of a Canadian city. Transportation 39(3), 539–564 (2012)
Paquette, J., Cordeau, J.F., Laporte, G., Pascoal, M.M.: Combining multicriteria analysis and tabu search for dial-a-ride problems. Trans. Res. Part B: Methodol. 52, 1–16 (2013)
Parragh, S.N.: Introducing heterogeneous users and vehicles into models and algorithms for the dial-a-ride problem. Transp. Res. Part C 19, 912930 (2011)
Parragh, S.N., Doerner, K.F., Hartl, R.F., Gandibleux, X.: A heuristic two phase solution approach for the multi objective dial a ride problem. Netw. Int. J. 54(4), 227–242 (2009)
Parragh, S.N. Jorge Pinho, S., Bernardo, A.: The dial-a-ride problem with split requests and profits. Transp. Sci. 49(2), 311–334 (2015)
Posada, M., Andersson, H., Hll, C.H.: The integrated dial-a-ride problem with timetabled fixed route service. Public Transp. 9(1–2), 217–241 (2017)
Qu, Y., Bard, J.F.: A branch-and-price-and-cut algorithm for heterogeneous pickup and delivery problems with configurable vehicle capacity. Transp. Sci. 49(2), 254–270 (2015)
Rekiek, B., Delchambre, A., Saleh, H.A.: Handicapped person transportation: an application of the grouping genetic algorithm. Eng. Appl. Artif. Intell. 19, 511–520 (2006)
Rezgui, D., Chaouachi-Siala, J., Aggoune-Mtalaa, W., Bouziri, H.: Application of a memetic algorithm to the fleet size and mix vehicle routing problem with electric modular vehicles. In: GECCO 2017—Proceedings of the Genetic and Evolutionary Computation Conference Companion, pp. 301–302 (2017)
Rezgui, D., Siala, J.C., Aggoune-Mtalaa, W., Bouziri, H.: Towards Smart Urban Freight Distribution Using Fleets of Modular Electric Vehicles. Lecture Notes in Networks and Systems 37, 602–612 (2018)
Serrano, C., Aggoune-Mtalaa, W., Sauer, N.: Dynamic models for green logistic networks design. IFAC Proc. Vol. (IFAC-Papers Online) 46(9), 736–741 (2013)
Tlili, T., Abidi, S., Krichen, S.: A mathematical model for efficient emergency transportation in a disaster situation. Am. J. Emerg. Med. 36(9), 1585–1590 (2018)
Wilson, N.H.M., Weissberg, R.W., Hauser, J.: Advanced dial-a-ride algorithms research project: final report. Working paper R-76-20 (1976)
Wolfler Calvo, R., Colorni, A.: An effective and fast heuristic for the dial-a-ride problem. Q. J. Oper. Res. (4OR) 5, 61–73 (2007)
Wong, K.I., Han, A.F., Yuen, C.W.: On dynamic demand responsive transport services with degree of dynamism. Transp. A Transp. Sci. 10(1), 55–73 (2014)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Nasri, S., Bouziri, H., Aggoune-Mtalaa, W. (2021). Customer-Oriented Dial-A-Ride Problems: A Survey on Relevant Variants, Solution Approaches and Applications. In: Ben Ahmed, M., Mellouli, S., Braganca, L., Anouar Abdelhakim, B., Bernadetta, K.A. (eds) Emerging Trends in ICT for Sustainable Development. Advances in Science, Technology & Innovation. Springer, Cham. https://doi.org/10.1007/978-3-030-53440-0_13
Download citation
DOI: https://doi.org/10.1007/978-3-030-53440-0_13
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-53439-4
Online ISBN: 978-3-030-53440-0
eBook Packages: Earth and Environmental ScienceEarth and Environmental Science (R0)