Objectives and methods in multi-objective routing problems: a survey and classification scheme

•Our survey offers a wide overview of which application-oriented multi-objective routing problems are treated at each planning level and what kind of trade-off is investigated.•We propose a classification scheme in which every identified objective is sorted into a category and related to problem ele...

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Vydáno v:European journal of operational research Ročník 290; číslo 1; s. 1 - 25
Hlavní autoři: Zajac, Sandra, Huber, Sandra
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier B.V 01.04.2021
Témata:
Literature review
Logistics
Multiple objective programming
Routing
Transportation
Literature review
Routing
Transportation
Multiple objective programming
Logistics
ISSN:0377-2217, 1872-6860
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Abstract •Our survey offers a wide overview of which application-oriented multi-objective routing problems are treated at each planning level and what kind of trade-off is investigated.•We propose a classification scheme in which every identified objective is sorted into a category and related to problem elements.•Both problem-specific and general research gaps in multi-objective routing problems are identified and offer a starting point for future research.•The applied fitness assignment strategies are extensively discussed and some insights regarding their usage are presented. Transportation of goods and passengers plays an important role for companies and individuals in today’s globalized world. There exists a variety of road-based routing problems at all three strategic, tactical and operational planning levels. Examples include location routing problems, fleet management, vehicle routing and shortest path problems. To evaluate solution quality, multiple, usually conflicting objectives are considered. Aiming to provide practice-oriented decision support, multi-objective routing problems attract more and more attention in academic literature. This contribution offers a wide overview of which application-oriented multi-objective routing problems are treated and what kind of trade-off is investigated. Furthermore, the algorithmic approach is analyzed with regard to its fitness assignment strategy, i.e. how the multiple objectives are handled, and its search strategy to solve the problem. In order to structure the literature, we propose a classification in which every identified objective is sorted into a category and related to problem elements. Both problem-specific and general research gaps in multi-objective routing problems are identified and offer a starting point for future research. Lastly, fitness assignment strategies are extensively discussed and insights regarding their usage are given.
AbstractList •Our survey offers a wide overview of which application-oriented multi-objective routing problems are treated at each planning level and what kind of trade-off is investigated.•We propose a classification scheme in which every identified objective is sorted into a category and related to problem elements.•Both problem-specific and general research gaps in multi-objective routing problems are identified and offer a starting point for future research.•The applied fitness assignment strategies are extensively discussed and some insights regarding their usage are presented. Transportation of goods and passengers plays an important role for companies and individuals in today’s globalized world. There exists a variety of road-based routing problems at all three strategic, tactical and operational planning levels. Examples include location routing problems, fleet management, vehicle routing and shortest path problems. To evaluate solution quality, multiple, usually conflicting objectives are considered. Aiming to provide practice-oriented decision support, multi-objective routing problems attract more and more attention in academic literature. This contribution offers a wide overview of which application-oriented multi-objective routing problems are treated and what kind of trade-off is investigated. Furthermore, the algorithmic approach is analyzed with regard to its fitness assignment strategy, i.e. how the multiple objectives are handled, and its search strategy to solve the problem. In order to structure the literature, we propose a classification in which every identified objective is sorted into a category and related to problem elements. Both problem-specific and general research gaps in multi-objective routing problems are identified and offer a starting point for future research. Lastly, fitness assignment strategies are extensively discussed and insights regarding their usage are given.
Author Zajac, Sandra
Huber, Sandra
Author_xml – sequence: 1
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  surname: Zajac
  fullname: Zajac, Sandra
  email: sandra.zajac@rub.de
  organization: Ruhr University Bochum, Universitätsstraße 150, Bochum 44801, Germany
– sequence: 2
  givenname: Sandra
  surname: Huber
  fullname: Huber, Sandra
  email: sandra-huber@hsu-hh.de
  organization: Helmut Schmidt University, Holstenhofweg 85, Hamburg 22043, Germany
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Multiple objective programming
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Snippet •Our survey offers a wide overview of which application-oriented multi-objective routing problems are treated at each planning level and what kind of trade-off...
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SubjectTerms Literature review
Logistics
Multiple objective programming
Routing
Transportation
Title Objectives and methods in multi-objective routing problems: a survey and classification scheme
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