A Routing/Assignment Problem in Garden Maintenance Services

Detalhes bibliográficos
Autor(a) principal: Cerdeira, J. O.
Data de Publicação: 2015
Outros Autores: Cruz, M., Moura, A.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.22/11095
Resumo: We address a routing/assignment problem posed by Neoturf, which is a Portuguese company working in the area of project, building and garden’s main- tenance. The aim is to define a procedure for scheduling and routing efficiently its clients of garden maintenance services. The company has two teams available throughout the year to handle all the maintenance jobs. Each team consists of two or three employees with a fully-equipped vehicle capable of carrying out every kind of maintenance service. At the beginning of each year, the number and frequency of maintenance interventions to conduct during the year, for each client, are agreed. Time windows are established so that visits to the client should occur only within these periods. There are clients that are supposed to be always served by the same team, but other clients can be served indifferently by any of the two teams. Since clients are geographically spread over a wide region, the total distance traveled while visiting clients is a factor that weighs heavily on the company costs. Neoturf is con- cerned with reducing these costs, while satisfying agreements with its clients. We give a mixed integer linear programming formulation for the problem, discuss lim- itations on the size of instances that can be solved to guarantee optimality, present a modification of the Clarke and Wright heuristic for the vehicle routing with time windows, and report preliminary computational results obtained with Neoturf data.
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spelling A Routing/Assignment Problem in Garden Maintenance ServicesOptimizationVehicle routing problem with time windowsMixed integer linear programmingClarke and Wright heuristicWe address a routing/assignment problem posed by Neoturf, which is a Portuguese company working in the area of project, building and garden’s main- tenance. The aim is to define a procedure for scheduling and routing efficiently its clients of garden maintenance services. The company has two teams available throughout the year to handle all the maintenance jobs. Each team consists of two or three employees with a fully-equipped vehicle capable of carrying out every kind of maintenance service. At the beginning of each year, the number and frequency of maintenance interventions to conduct during the year, for each client, are agreed. Time windows are established so that visits to the client should occur only within these periods. There are clients that are supposed to be always served by the same team, but other clients can be served indifferently by any of the two teams. Since clients are geographically spread over a wide region, the total distance traveled while visiting clients is a factor that weighs heavily on the company costs. Neoturf is con- cerned with reducing these costs, while satisfying agreements with its clients. We give a mixed integer linear programming formulation for the problem, discuss lim- itations on the size of instances that can be solved to guarantee optimality, present a modification of the Clarke and Wright heuristic for the vehicle routing with time windows, and report preliminary computational results obtained with Neoturf data.SpringerRepositório Científico do Instituto Politécnico do PortoCerdeira, J. O.Cruz, M.Moura, A.2018-03-12T16:13:21Z20152015-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/11095eng978-3-319-20328-710.1007/978-3-319-20328-7_9info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-13T12:52:49Zoai:recipp.ipp.pt:10400.22/11095Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:31:13.123383Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A Routing/Assignment Problem in Garden Maintenance Services
title A Routing/Assignment Problem in Garden Maintenance Services
spellingShingle A Routing/Assignment Problem in Garden Maintenance Services
Cerdeira, J. O.
Optimization
Vehicle routing problem with time windows
Mixed integer linear programming
Clarke and Wright heuristic
title_short A Routing/Assignment Problem in Garden Maintenance Services
title_full A Routing/Assignment Problem in Garden Maintenance Services
title_fullStr A Routing/Assignment Problem in Garden Maintenance Services
title_full_unstemmed A Routing/Assignment Problem in Garden Maintenance Services
title_sort A Routing/Assignment Problem in Garden Maintenance Services
author Cerdeira, J. O.
author_facet Cerdeira, J. O.
Cruz, M.
Moura, A.
author_role author
author2 Cruz, M.
Moura, A.
author2_role author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico do Porto
dc.contributor.author.fl_str_mv Cerdeira, J. O.
Cruz, M.
Moura, A.
dc.subject.por.fl_str_mv Optimization
Vehicle routing problem with time windows
Mixed integer linear programming
Clarke and Wright heuristic
topic Optimization
Vehicle routing problem with time windows
Mixed integer linear programming
Clarke and Wright heuristic
description We address a routing/assignment problem posed by Neoturf, which is a Portuguese company working in the area of project, building and garden’s main- tenance. The aim is to define a procedure for scheduling and routing efficiently its clients of garden maintenance services. The company has two teams available throughout the year to handle all the maintenance jobs. Each team consists of two or three employees with a fully-equipped vehicle capable of carrying out every kind of maintenance service. At the beginning of each year, the number and frequency of maintenance interventions to conduct during the year, for each client, are agreed. Time windows are established so that visits to the client should occur only within these periods. There are clients that are supposed to be always served by the same team, but other clients can be served indifferently by any of the two teams. Since clients are geographically spread over a wide region, the total distance traveled while visiting clients is a factor that weighs heavily on the company costs. Neoturf is con- cerned with reducing these costs, while satisfying agreements with its clients. We give a mixed integer linear programming formulation for the problem, discuss lim- itations on the size of instances that can be solved to guarantee optimality, present a modification of the Clarke and Wright heuristic for the vehicle routing with time windows, and report preliminary computational results obtained with Neoturf data.
publishDate 2015
dc.date.none.fl_str_mv 2015
2015-01-01T00:00:00Z
2018-03-12T16:13:21Z
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10.1007/978-3-319-20328-7_9
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