New Instances for Maximum Weight Independent Set From a Vehicle Routing Application

We present a set of new instances of the maximum weight independent set problem. These instances are derived from a real-world vehicle routing problem and are challenging to solve in part because of their large size. We present instances with up to 881 thousand nodes and 383 million edges.

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Veröffentlicht in:Operations Research Forum Jg. 2; H. 4; S. 48
Hauptverfasser: Dong, Yuanyuan, Goldberg, Andrew V., Noe, Alexander, Parotsidis, Nikos, Resende, Mauricio G. C., Spaen, Quico
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Cham Springer International Publishing 01.12.2021
Springer Nature B.V
Schlagworte:
Algorithms
Applications of Mathematics
Business and Management
Conflicts of interest
Heuristic
Linear programming
Math Applications in Computer Science
Mathematical and Computational Engineering
Operations Research/Decision Theory
Optimization
Short Communication
Vehicle routing
Florida
United States > US
Maximum weight independent set
Problem instances
Experimental algorithms
ISSN:2662-2556, 2662-2556
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Abstract We present a set of new instances of the maximum weight independent set problem. These instances are derived from a real-world vehicle routing problem and are challenging to solve in part because of their large size. We present instances with up to 881 thousand nodes and 383 million edges.
AbstractList We present a set of new instances of the maximum weight independent set problem. These instances are derived from a real-world vehicle routing problem and are challenging to solve in part because of their large size. We present instances with up to 881 thousand nodes and 383 million edges.
ArticleNumber 48
Author Parotsidis, Nikos
Dong, Yuanyuan
Noe, Alexander
Goldberg, Andrew V.
Spaen, Quico
Resende, Mauricio G. C.
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  organization: Amazon.com
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  givenname: Alexander
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  givenname: Mauricio G. C.
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  surname: Resende
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  organization: Amazon.com and Industrial & Systems Engineering, University of Washington
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  givenname: Quico
  surname: Spaen
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Keywords Maximum weight independent set
Problem instances
Experimental algorithms
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References Butenko S (2003) Maximum independent set and related problems with applications. PhD thesis, U. of Florida, Gainesville, Florida
GareyMJohnsonDComputers and Intractability: A guide to the theory of NP-completeness1979San FranciscoW.H. Freeman and Company
AWS (2021) AWS Command Line Interface. https://docs.aws.amazon.com/cli/index.html. Last visited May 27, 2021
PelilloMFloudasCPardalosPHeuristics for maximum clique and independent setEncyclopedia of Optimization2009Boston, MASpringer, US1508152010.1007/978-0-387-74759-0_264
M Garey (84_CR2) 1979
84_CR4
M Pelillo (84_CR3) 2009
84_CR1
References_xml – reference: AWS (2021) AWS Command Line Interface. https://docs.aws.amazon.com/cli/index.html. Last visited May 27, 2021
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– reference: Butenko S (2003) Maximum independent set and related problems with applications. PhD thesis, U. of Florida, Gainesville, Florida
– reference: GareyMJohnsonDComputers and Intractability: A guide to the theory of NP-completeness1979San FranciscoW.H. Freeman and Company
– start-page: 1508
  volume-title: Encyclopedia of Optimization
  year: 2009
  ident: 84_CR3
  doi: 10.1007/978-0-387-74759-0_264
– ident: 84_CR1
– ident: 84_CR4
– volume-title: Computers and Intractability: A guide to the theory of NP-completeness
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Snippet We present a set of new instances of the maximum weight independent set problem. These instances are derived from a real-world vehicle routing problem and are...
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StartPage 48
SubjectTerms Algorithms
Applications of Mathematics
Business and Management
Conflicts of interest
Heuristic
Linear programming
Math Applications in Computer Science
Mathematical and Computational Engineering
Operations Research/Decision Theory
Optimization
Short Communication
Vehicle routing
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Title New Instances for Maximum Weight Independent Set From a Vehicle Routing Application
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