A milk collection problem with blending

A milk collection problem with blending is introduced. A firm collects milk from farms, and each farm produces one out of three possible qualities of milk. The revenue increases with quality, and there is a minimum requirement at the plant for each quality. Different qualities of milk can be blended in the trucks, reducing revenues, but also transportation costs, resulting in higher profit. A mixed integer-programming model, a new cut, and a branch-and-cut algorithm are proposed to solve medium-sized instances. A three-stage heuristic is designed for large instances. Computational experience for test instances and a large-sized real case is presented.

[1]  Moshe Dror,et al.  Vehicle routing with split deliveries , 1994, Discret. Appl. Math..

[2]  Wen-Chyuan Chiang,et al.  Integrating multi-product production and distribution in newspaper logistics , 2008, Comput. Oper. Res..

[3]  R. Tavakkoli-Moghaddam,et al.  Sustainable design of a closed-loop location-routing-inventory supply chain network under mixed uncertainty , 2016 .

[4]  Marshall L. Fisher,et al.  Optimal Solution of Vehicle Routing Problems Using Minimum K-Trees , 1994, Oper. Res..

[5]  Ralph H. Sprague,et al.  The impact and benefits of a DSS: The case of FleetManager , 1996, Inf. Manag..

[6]  Gerhard Reinelt,et al.  TSPLIB - A Traveling Salesman Problem Library , 1991, INFORMS J. Comput..

[7]  Yingjie Tian,et al.  A Comprehensive Survey of Clustering Algorithms , 2015, Annals of Data Science.

[8]  Reinaldo Morabito,et al.  An optimization model for the vehicle routing problem with practical three-dimensional loading constraints , 2013, Int. Trans. Oper. Res..

[9]  Nubia Velasco,et al.  A memetic algorithm for the multi-compartment vehicle routing problem with stochastic demands , 2008, Comput. Oper. Res..

[10]  Bruce L. Golden,et al.  The vehicle routing problem : latest advances and new challenges , 2008 .

[11]  Omkar D. Palsule-Desai Cooperatives for fruits and vegetables in emerging countries: Rationalization and impact of decentralization , 2015 .

[12]  Michel Gendreau,et al.  A column generation approach for a multi-attribute vehicle routing problem , 2015, Eur. J. Oper. Res..

[13]  Abdellah El-Fallahi,et al.  A memetic algorithm and a tabu search for the multi-compartment vehicle routing problem , 2008, Comput. Oper. Res..

[14]  Sunju Park,et al.  On the multi-product packing-delivery problem with a fixed route , 2008 .

[15]  Kanchana Sethanan,et al.  Differential evolution algorithms for scheduling raw milk transportation , 2016, Comput. Electron. Agric..

[16]  Roberto Baldacci,et al.  An Exact Algorithm for the Capacitated Vehicle Routing Problem Based on a Two-Commodity Network Flow Formulation , 2004, Oper. Res..

[17]  Hande Yaman Formulations and Valid Inequalities for the Heterogeneous Vehicle Routing Problem , 2006, Math. Program..

[18]  Martin Butler,et al.  Integrating information technology and operational research in the management of milk collection , 2005 .

[19]  Teodor Gabriel Crainic,et al.  An heuristic search for the routing of heterogeneous trucks with single and double container loads , 2013 .

[20]  J. A. Hartigan,et al.  A k-means clustering algorithm , 1979 .

[21]  Pei Chun Lin,et al.  A modified ant colony optimization algorithm for multi-item inventory routing problems with demand uncertainty , 2010 .

[22]  Michael Drexl Branch-and-cut algorithms for the vehicle routing problem with trailers and transshipments , 2014, Networks.

[23]  Grisselle Centeno,et al.  An integer programming approach to the bloodmobile routing problem , 2016 .

[24]  Louis-Martin Rousseau,et al.  A two-stage solution method for the annual dairy transportation problem , 2016, Eur. J. Oper. Res..

[25]  Giovanni Rinaldi,et al.  Computational results with a branch and cut code for the capacitated vehicle routing problem , 1998 .

[26]  Paolo Toth,et al.  The Family of Vehicle Routing Problems , 2014, Vehicle Routing.

[27]  Said Salhi,et al.  An Efficient Hybrid Genetic Algorithm for the MultiProduct Multi Period Inventory Routing Problem , 2011 .

[28]  Michel Gendreau,et al.  Strategic analysis of the dairy transportation problem , 2015, J. Oper. Res. Soc..

[29]  W. J. Parker,et al.  Modelling of transport costs and logistics for on-farm milk segregation in New Zealand dairying , 2005 .

[30]  Maria Grazia Speranza,et al.  A branch-and-cut algorithm for the multi-compartment vehicle routing problem with flexible compartment sizes , 2015, Annals of Operations Research.

[31]  Sanjay Jharkharia,et al.  Agri‐fresh produce supply chain management: a state‐of‐the‐art literature review , 2013 .

[32]  Roxanne Evering,et al.  An ant colony algorithm for the multi-compartment vehicle routing problem , 2014, Appl. Soft Comput..

[33]  Gilbert Laporte,et al.  The inventory-routing problem with transshipment , 2012, Comput. Oper. Res..

[34]  G. D. H. Claassen,et al.  An application of Special Ordered Sets to a periodic milk collection problem , 2007, Eur. J. Oper. Res..

[35]  I-Ming Chao,et al.  A tabu search method for the truck and trailer routing problem , 2002, Comput. Oper. Res..

[36]  Richard L. Kilmer,et al.  Scheduling and Routing Milk from Farm to Processors by a Cooperative , 2004 .

[37]  Ying Zhang,et al.  Hybrid metaheuristic solutions to inventory location routing problem , 2014 .

[38]  Arild Hoff,et al.  A Tabu search approach for milk collection in western Norway using trucks and trailers , 2008 .

[39]  Gilbert Laporte,et al.  A multi-compartment vehicle routing problem arising in the collection of olive oil in Tunisia☆ , 2015 .

[40]  Lixin Tang,et al.  Iterated local search algorithm based on very large-scale neighborhood for prize-collecting vehicle routing problem , 2006 .

[41]  Kamlesh Mathur,et al.  Integrating routing and inventory decisions in one-warehouse multiretailer multiproduct distribution systems , 1997 .

[42]  Egon Balas,et al.  The prize collecting traveling salesman problem , 1989, Networks.

[43]  Martin Butler,et al.  The Two-Period Travelling Salesman Problem Applied to Milk Collection in Ireland , 1997, Comput. Optim. Appl..

[44]  Michel Gendreau,et al.  A branch-and-price approach for a multi-period vehicle routing problem , 2015, Comput. Oper. Res..

[45]  K. alik An efficient k'-means clustering algorithm , 2008 .

[46]  Paolo Toth,et al.  An Overview of Vehicle Routing Problems , 2002, The Vehicle Routing Problem.

[47]  J. MacQueen Some methods for classification and analysis of multivariate observations , 1967 .

[48]  Massimiliano Caramia,et al.  A Milk Collection Problem with Incompatibility Constraints , 2010, Interfaces.

[49]  Jayaram K. Sankaran,et al.  Routing Tankers for Dairy Milk Pickup , 1994 .

[50]  Carola A. Blazquez,et al.  A novel methodology for designing a household waste collection system for insular zones , 2015 .

[51]  Éric D. Taillard,et al.  A heuristic column generation method for the heterogeneous fleet VRP , 1999, RAIRO Oper. Res..

[52]  Jacqueline M. Bloemhof-Ruwaard,et al.  Vehicle routing for the eco-efficient collection of household plastic waste. , 2014, Waste management.

[53]  Isaac Rojas Molina Análisis y mejora del sistema de recogida de leche de una industria láctea , 2005 .

[54]  John M. Wilson,et al.  An exact algorithm for a milk tanker scheduling and sequencing problem , 1999, Ann. Oper. Res..