Branch-and-price and constraint programming for solving a real-life technician dispatching problem
Abstract
We consider a real problem faced by a large company providing repair services of office machines in Santiago, Chile. In a typical day about twenty technicians visit seventy customers in a predefined service area in Santiago. We design optimal routes for technicians by considering travel times, soft time windows for technician arrival times at client locations, and fixed repair times. A branch-and-price algorithm was developed, using a constraint branching strategy proposed by Ryan and Foster along with constraint programming in the column generation phase. The column generation takes advantage of the fact that each technician can satisfy no more than five to six service requests per day. Different instances of the problem were solved to optimality in a reasonable computational time, and the results obtained compare favorably with the current practice. (C) 2014 Elsevier B.V. All rights reserved.
Más información
Título según WOS: | Branch-and-price and constraint programming for solving a real-life technician dispatching problem |
Título según SCOPUS: | Branch-and-price and constraint programming for solving a real-life technician dispatching problem |
Título de la Revista: | EUROPEAN JOURNAL OF OPERATIONAL RESEARCH |
Volumen: | 238 |
Número: | 1 |
Editorial: | ELSEVIER SCIENCE BV |
Fecha de publicación: | 2014 |
Página de inicio: | 300 |
Página final: | 312 |
Idioma: | English |
DOI: |
10.1016/j.ejor.2014.03.006 |
Notas: | ISI, SCOPUS |