Optimizing ride-sharing operations in smart sustainable cities: Challenges and the need for agile algorithms

[1]  Shangyao Yan,et al.  A model and a solution algorithm for the car pooling problem with pre-matching information , 2011, Comput. Ind. Eng..

[2]  Lei Tang,et al.  Toward using social media to support ridesharing services: challenges and opportunities , 2019, Transportation Planning and Technology.

[3]  Gilbert Laporte,et al.  The green mixed fleet vehicle routing problem with partial battery recharging and time windows , 2019, Comput. Oper. Res..

[4]  Angel A. Juan,et al.  Optimizing Energy Consumption in Transportation: Literature Review, Insights, and Research Opportunities , 2020, Energies.

[5]  Bülent Çatay,et al.  Partial recharge strategies for the electric vehicle routing problem with time windows , 2016 .

[6]  Angel A. Juan,et al.  On the Use of Learnheuristics in Vehicle Routing Optimization Problems with Dynamic Inputs , 2018, Algorithms.

[7]  Martijn Mes,et al.  A Ride-Sharing Problem with Meeting Points and Return Restrictions , 2019, Transp. Sci..

[8]  Xing Wang,et al.  Stable Matching for Dynamic Ride-Sharing Systems , 2014, Transp. Sci..

[9]  M. Bolívar,et al.  Trends of e-Government research : contextualization and research opportunities , 2010 .

[10]  Jakob Puchinger,et al.  A survey of models and algorithms for optimizing shared mobility , 2019, Transportation Research Part B: Methodological.

[11]  Anuja Shete,et al.  Intelligent Carpooling System , 2015 .

[12]  Hua Cai,et al.  Dynamic ride sharing using traditional taxis and shared autonomous taxis: A case study of NYC , 2018, Transportation Research Part C: Emerging Technologies.

[13]  Shaohui Ma,et al.  The Impact of Subsidies and Charging Facilities on Demand for Electric Vehicles in China , 2017 .

[14]  Kai Hwang,et al.  Intelligent Carpool Routing for Urban Ridesharing by Mining GPS Trajectories , 2014, IEEE Transactions on Intelligent Transportation Systems.

[15]  Erwin Pesch,et al.  Hybrid adaptive large neighborhood search algorithm for the mixed fleet heterogeneous dial-a-ride problem , 2019, J. Heuristics.

[16]  Stephen D. Boyles,et al.  A general framework for modeling shared autonomous vehicles with dynamic network-loading and dynamic ride-sharing application , 2017, Comput. Environ. Urban Syst..

[17]  Martin W. P. Savelsbergh,et al.  Optimization for dynamic ride-sharing: A review , 2012, Eur. J. Oper. Res..

[18]  Niels A. H. Agatz,et al.  The Value of Optimization in Dynamic Ride-Sharing: A Simulation Study in Metro Atlanta , 2010 .

[19]  T. Donna Chen,et al.  Impact of ridesharing on operational efficiency of shared autonomous electric vehicle fleet , 2018, Transportation Research Part C: Emerging Technologies.

[20]  Christian Rudolph,et al.  How may incentives for electric cars affect purchase decisions , 2016 .

[21]  Ali Mostafaeipour,et al.  Designing a ride-sharing transportation system for assignment and transfer of passengers to a common destination , 2019 .

[22]  Phan-Thuan Do,et al.  A practical dynamic share-a-ride problem with speed windows for Tokyo city , 2016, 2016 Eighth International Conference on Knowledge and Systems Engineering (KSE).

[23]  Jesús Cerquides,et al.  A Computational Approach to Quantify the Benefits of Ridesharing for Policy Makers and Travellers , 2019, IEEE Transactions on Intelligent Transportation Systems.

[24]  Simon Elias Bibri,et al.  Generating a vision for smart sustainable cities of the future: a scholarly backcasting approach , 2019, European Journal of Futures Research.

[25]  Jean-Charles Régin,et al.  Embarrassingly Parallel Search in Constraint Programming , 2016, J. Artif. Intell. Res..

[26]  Fernando Ordóñez,et al.  Ridesharing: The state-of-the-art and future directions , 2013 .

[27]  Shih-Chia Huang,et al.  A Genetic-Algorithm-Based Approach to Solve Carpool Service Problems in Cloud Computing , 2015, IEEE Transactions on Intelligent Transportation Systems.

[28]  Ruimin Li,et al.  Studying the benefits of carpooling in an urban area using automatic vehicle identification data , 2018, Transportation Research Part C: Emerging Technologies.

[29]  Angel A. Juan,et al.  SIMHEURISTICS APPLICATIONS: DEALING WITH UNCERTAINTY IN LOGISTICS, TRANSPORTATION, AND OTHER SUPPLY CHAIN AREAS , 2018, 2018 Winter Simulation Conference (WSC).

[30]  Yang Yu,et al.  Bi-objective green ride-sharing problem: Model and exact method , 2019, International Journal of Production Economics.

[31]  Daniele Ferone,et al.  A biased-randomized simheuristic for the distributed assembly permutation flowshop problem with stochastic processing times , 2017, Simul. Model. Pract. Theory.

[32]  Susan Shaheen,et al.  Peer-to-Peer Carsharing , 2014 .

[33]  Hajo A. Reijers,et al.  The Share-a-Ride Problem: People and parcels sharing taxis , 2014, Eur. J. Oper. Res..

[34]  Robert Shorten,et al.  Stochastic optimization approach for the car placement problem in ridesharing systems , 2015 .

[35]  Roberto Baldacci,et al.  An Exact Method for the Car Pooling Problem Based on Lagrangean Column Generation , 2004, Oper. Res..

[36]  Angel A. Juan,et al.  Biased randomization of heuristics using skewed probability distributions: A survey and some applications , 2017, Comput. Ind. Eng..

[37]  Sung Hoon Chung,et al.  Ride-sharing under travel time uncertainty: Robust optimization and clustering approaches , 2020, Comput. Ind. Eng..

[38]  Angel A. Juan,et al.  A variable neighborhood search simheuristic for the multiperiod inventory routing problem with stochastic demands , 2020, Int. Trans. Oper. Res..

[39]  Rui Liu,et al.  A stochastic multi-item replenishment and delivery problem with lead-time reduction initiatives and the solving methodologies , 2020, Appl. Math. Comput..

[40]  R. Jayakrishnan,et al.  Dynamic Shared‐Taxi Dispatch Algorithm with Hybrid‐Simulated Annealing , 2016, Comput. Aided Civ. Infrastructure Eng..

[41]  Dervis Karaboga,et al.  A comprehensive survey: artificial bee colony (ABC) algorithm and applications , 2012, Artificial Intelligence Review.

[42]  Helmut Krcmar,et al.  A Matching Algorithm for Dynamic Ridesharing , 2016 .

[43]  W. Y. Szeto,et al.  A survey of dial-a-ride problems: Literature review and recent developments , 2018 .

[44]  Artur Borcuch.  The Sharing Economy: Understanding and Challenges , 2016 .

[45]  R. Jayakrishnan,et al.  A Real-Time Algorithm to Solve the Peer-to-Peer Ride-Matching Problem in a Flexible Ridesharing System , 2017 .

[46]  Yu Zheng,et al.  T-share: A large-scale dynamic taxi ridesharing service , 2013, 2013 IEEE 29th International Conference on Data Engineering (ICDE).

[47]  Angel A. Juan,et al.  A variable neighborhood search simheuristic for project portfolio selection under uncertainty , 2020, J. Heuristics.

[48]  D. Tranfield,et al.  Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review , 2003 .

[49]  Pierre Hansen,et al.  Variable Neighborhood Search , 2018, Handbook of Heuristics.

[50]  Sheng Su,et al.  An artificial bee colony algorithm with variable neighborhood search and tabu list for long-term carpooling problem with time window , 2019, Appl. Soft Comput..

[51]  W. Y. Szeto,et al.  Ride-sharing with travel time uncertainty , 2018, Transportation Research Part B: Methodological.

[52]  Naoufel Cheikhrouhou,et al.  A study on the heterogeneous fleet of alternative fuel vehicles: Reducing CO2 emissions by means of biodiesel fuel , 2018, Transportation Research Part D: Transport and Environment.

[53]  G. Baltas,et al.  Car sharing adoption intention in urban areas: What are the key sociodemographic drivers? , 2017 .

[54]  Michael Weber,et al.  The ridematching problem with time windows in dynamic ridesharing: A model and a genetic algorithm , 2012, 2012 IEEE Congress on Evolutionary Computation.

[55]  Laura Calvet,et al.  Learnheuristics: hybridizing metaheuristics with machine learning for optimization with dynamic inputs , 2017 .

[56]  Kara M. Kockelman,et al.  Dynamic Ride-Sharing and Optimal Fleet Sizing for a System of Shared Autonomous Vehicles , 2015 .

[57]  Yazhe Wang,et al.  Understanding the effects of taxi ride-sharing - A case study of Singapore , 2018, Comput. Environ. Urban Syst..

[58]  Andrea Simonetto,et al.  Real-time city-scale ridesharing via linear assignment problems , 2019, Transportation Research Part C: Emerging Technologies.

[59]  Emilio Frazzoli,et al.  On-demand high-capacity ride-sharing via dynamic trip-vehicle assignment , 2017, Proceedings of the National Academy of Sciences.

[60]  Daniele Ferone,et al.  Enhancing and extending the classical GRASP framework with biased randomisation and simulation , 2018, J. Oper. Res. Soc..

[61]  Niels A. H. Agatz,et al.  The Benefits of Meeting Points in Ride-Sharing Systems , 2015 .

[62]  Alain L. Kornhauser,et al.  TRANSPORTATION EFFICIENCY AND THE FEASIBILITY OF DYNAMIC RIDE SHARING , 1977 .

[63]  Biagio Ciuffo,et al.  Fuel consumption and CO2 emissions from passenger cars in Europe Laboratory versus real-world emissions , 2017 .

[64]  Jie Wu,et al.  Optimizing Carpool Scheduling Algorithm through Partition Merging , 2018, 2018 IEEE International Conference on Communications (ICC).

[65]  Laura Calvet,et al.  Combining statistical learning with metaheuristics for the Multi-Depot Vehicle Routing Problem with market segmentation , 2016, Comput. Ind. Eng..

[66]  Yasir Mehmood,et al.  Internet-of-Things-Based Smart Cities: Recent Advances and Challenges , 2017, IEEE Communications Magazine.

[67]  Gilbert Laporte,et al.  An adaptive large neighborhood search heuristic for the Pollution-Routing Problem , 2012, Eur. J. Oper. Res..

[68]  Wei Zhang,et al.  Path optimization of taxi carpooling , 2018, PloS one.

[69]  Ali Najmi,et al.  Novel dynamic formulations for real-time ride-sharing systems , 2017 .

[70]  Emmanouil Chaniotakis,et al.  Shared autonomous vehicle services: A comprehensive review , 2020, Transportation Research Part C: Emerging Technologies.

[71]  Nikolaos Geroliminis,et al.  The electric autonomous dial-a-ride problem , 2019, Transportation Research Part B: Methodological.

[72]  Manuel Laguna,et al.  Tabu Search , 1997 .

[73]  Chung-Cheng Lu,et al.  Simulated annealing heuristic for the general share-a-ride problem , 2018 .

[74]  D. Cook,et al.  Methodologic guidelines for systematic reviews of randomized control trials in health care from the Potsdam Consultation on Meta-Analysis. , 1995, Journal of clinical epidemiology.

[75]  Scott L. Newbert.  Empirical research on the resource‐based view of the firm: an assessment and suggestions for future research , 2007 .

[76]  Martin W. P. Savelsbergh,et al.  Enhancing Urban Mobility: Integrating Ride-Sharing and Public Transit , 2016, Comput. Oper. Res..

[77]  Danielle Dai,et al.  Public Perceptions of Self-Driving Cars: The Case of Berkeley, California , 2014 .

[78]  Mariagrazia Dotoli,et al.  A Tabu Search based metaheuristic for dynamic carpooling optimization , 2020, Comput. Ind. Eng..

[79]  Maged Dessouky,et al.  A traffic assignment model for a ridesharing transportation market , 2015 .

[80]  Wenbo Fan,et al.  Modeling an enhanced ridesharing system with meet points and time windows , 2018, PloS one.

[81]  Hai-Jun Huang,et al.  Dynamic ridesharing with variable-ratio charging-compensation scheme for morning commute , 2019, Transportation Research Part B: Methodological.

[82]  Jesper Kjeldskov,et al.  Passenger Trip Planning using Ride-Sharing Services , 2018, CHI.

[83]  Angel A. Juan,et al.  Supporting multi-depot and stochastic waste collection management in clustered urban areas via simulation–optimization , 2017, J. Simulation.

[84]  Gilbert Laporte,et al.  A review of recent research on green road freight transportation , 2014, Eur. J. Oper. Res..

[85]  Juan José Ramos,et al.  A simheuristic algorithm for solving the arc-routing problem with stochastic demands , 2018, J. Simulation.

[86]  Chenhui Wang,et al.  The Research on Planning of Taxi Sharing Route and Sharing Expenses , 2020 .

[87]  Athina Markopoulou,et al.  Designing an on-line ride-sharing system , 2015, SIGSPATIAL/GIS.

[88]  Ammar Oulamara,et al.  A Priori Approach Of Real-Time Ridesharing Problem With Intermediate Meeting Locations , 2014, J. Artif. Intell. Soft Comput. Res..

[89]  Martin W. P. Savelsbergh,et al.  Dynamic ridesharing: Is there a role for dedicated drivers? , 2015 .

[90]  Eduardo C. Xavier,et al.  Taxi and Ride Sharing: A Dynamic Dial-a-Ride Problem with Money as an Incentive , 2015, Expert Syst. Appl..

[91]  Hassan Artail,et al.  The shared-taxi problem: Formulation and solution methods , 2014 .

[92]  Peter Adriaens,et al.  Environmental benefits of taxi ride sharing in Beijing , 2019, Energy.

[93]  Ronald N. Kostoff,et al.  How Useful are `Key Words' in Scientific Journals? , 2003, J. Inf. Sci..

[94]  Charles M. Macal,et al.  Everything you need to know about agent-based modelling and simulation , 2016, J. Simulation.

[95]  Michael Drexl,et al.  Synchronization in Vehicle Routing - A Survey of VRPs with Multiple Synchronization Constraints , 2012, Transp. Sci..

[96]  Manuel Iori,et al.  Minimizing CO2 emissions in a practical daily carpooling problem , 2017, Comput. Oper. Res..

[97]  Javier Faulin,et al.  Electric Vehicles in Logistics and Transportation: A Survey on Emerging Environmental, Strategic, and Operational Challenges , 2016 .

[98]  Andrew Lim,et al.  A Metaheuristic for the Pickup and Delivery Problem with Time Windows , 2003, Int. J. Artif. Intell. Tools.