Operations management in distribution networks within a smart city framework.

This article studies a vehicle routing problem with environmental constraints that are motivated by the requirements for sustainable urban transport. The empirical research presents a fleet planning problem that takes into consideration both minimum cost vehicle routes and minimum pollution. The problem is formulated as a mixed integer linear programming model and experimentally validated using data collected from a real situation: a grocery company delivering goods ordered via e-channels to customers spread in the urban and metropolitan area of Genoa smart city. The proposed model is a variant of the vehicle routing problem tailored to include environmental issues and street limitations. Its novelty regards also the use of real data instances provided by the B2C grocery company. Managerial implications are the choice of both the routes and the number and type of vehicles. Results show that commercial distribution strategies achieve better results in term of both business and environmental performance, provided the smart mobility goals and constraints are included into the distribution model from the beginning.

[1]  Miguel A. Figliozzi,et al.  Impacts of Congestion on Commercial Vehicle Tour Characteristics and Costs , 2010 .

[2]  Jan Rotmans,et al.  Managing the Transition to Sustainable Mobility , 2004 .

[3]  Gail Whiteman,et al.  Business strategies and the transition to low‐carbon cities , 2011 .

[4]  David Banister,et al.  The sustainable mobility paradigm , 2008 .

[5]  Eleni I. Vlahogianni,et al.  A Real-Time Parking Prediction System for Smart Cities , 2016, J. Intell. Transp. Syst..

[6]  Julian Allen,et al.  University of Westminster Eprints , 2006 .

[7]  C. Marchetti,et al.  Toward green mobility: the evolution of transport , 1998, European Review.

[8]  P. Nijkamp,et al.  Smart Cities in Europe , 2011 .

[9]  平澤 茂樹,et al.  Smart Mobility for Smart Cities , 2011 .

[10]  M. Wasner,et al.  An integrated multi-depot hub-location vehicle routing model for network planning of parcel service , 2004 .

[11]  Kjetil Fagerholt,et al.  Optimal fleet design in a ship routing problem , 1999 .

[12]  Inge Norstad,et al.  Reducing fuel emissions by optimizing speed on shipping routes , 2010, J. Oper. Res. Soc..

[13]  Jörn Schönberger,et al.  Reducing greenhouse gas emissions of a heterogeneous vehicle fleet , 2014 .

[14]  Lorraine Whitmarsh,et al.  A transitions model for sustainable mobility , 2009 .

[15]  R. Dameri,et al.  Smart Mobility in Smart City , 2016 .

[16]  José Luis Galán-García,et al.  A new Probabilistic Extension of Dijkstra's Algorithm to simulate more realistic traffic flow in a smart city , 2015 .

[17]  Anna Sciomachen,et al.  A food distribution network problem: a case study , 2007 .

[18]  Eiichi Taniguchi,et al.  An exact solution approach for vehicle routing and scheduling problems with soft time windows , 2009 .

[19]  Peter J. Byrne,et al.  A solution method for a two-layer sustainable supply chain distribution model , 2015, Comput. Oper. Res..

[20]  Massimiliano Bencardino,et al.  Smart Communities. Social Innovation at the Service of the Smart Cities , 2014 .

[21]  Teodor Gabriel Crainic,et al.  Models for Evaluating and Planning City Logistics Systems , 2009, Transp. Sci..

[22]  P. Hall Creative Cities and Economic Development , 2000 .

[23]  Michael Behnam,et al.  Environmentally Sustainable Development through Stakeholder Engagement in Developed and Emerging Countries , 2015 .

[24]  Eiichi Taniguchi,et al.  Evaluating City Logistics Measure in E-Commerce with Multiagent Systems , 2012 .

[25]  Theresa A. Pardo,et al.  Conceptualizing smart city with dimensions of technology, people, and institutions , 2011, dg.o '11.

[26]  Eiichi Taniguchi,et al.  Emerging Techniques for Enhancing the Practical Application of City Logistics Models , 2012 .

[27]  Sai Ho Chung,et al.  Survey of Green Vehicle Routing Problem: Past and future trends , 2014, Expert Syst. Appl..

[28]  Elise Miller-Hooks,et al.  A Green Vehicle Routing Problem , 2012 .

[29]  Denis Borenstein,et al.  A decision support system for the single-depot vehicle rescheduling problem , 2007, Comput. Oper. Res..

[30]  Pei-Chun Lin,et al.  Vehicle routing-scheduling for municipal waste collection system under the "Keep Trash off the Ground" policy , 2015 .

[31]  Stathes Hadjiefthymiades,et al.  Assessing dynamic models for high priority waste collection in smart cities , 2015, J. Syst. Softw..

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

[33]  José Luis Galán-García,et al.  An accelerated-time simulation for traffic flow in a smart city , 2014 .

[34]  Jean-François Cordeau,et al.  An Additive Branch-and-Bound Algorithm for the Pickup and Delivery Traveling Salesman Problem with LIFO or FIFO Loading , 2007, INFOR Inf. Syst. Oper. Res..

[35]  Surya D. Pathak,et al.  Toward a structural view of co‐opetition in supply networks , 2014 .

[36]  Sriram Thirumalai,et al.  Customization of the online purchase process in electronic retailing and customer satisfaction: An online field study , 2011 .

[37]  Thomas J. Douglas,et al.  Choosing strategic responses to address emerging environmental regulations: Size, perceived influence and uncertainty , 2008 .

[38]  Renata Paola Dameri,et al.  Searching for Smart City definition: a comprehensive proposal , 2013, BIOINFORMATICS 2013.