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Capacitated Vehicle Routing on Trees
- Source :
- Operations Research, Operations Research, INFORMS, 1991
- Publication Year :
- 1991
- Publisher :
- Institute for Operations Research and the Management Sciences (INFORMS), 1991.
-
Abstract
- T = (V, E) is a tree with nonnegative weights associated with each of its vertices. A fleet of vehicles of capacity Q is located at the depot represented by vertex v1. The Capacitated Vehicle Routing Problem on Trees (TCVRP) consists of determining vehicle collection routes starting and ending at the depot such that: the weight associated with any given vertex is collected by exactly one vehicle; the sum of all weights collected by a vehicle does not exceed Q; a linear combination of the number of vehicles and of the total distance traveled by these vehicles is minimized. The TCVRP is shown to be NP-hard. This paper presents lower bounds for the TCVRP based on the solutions of associated bin packing problems. We develop a linear time heuristic (upper bound) procedure and present a bound on its worst case performance. These lower and upper bounds are then embedded in an enumerative algorithm. Numerical results follow.
- Subjects :
- 050210 logistics & transportation
Mathematical optimization
021103 operations research
[INFO.INFO-RO] Computer Science [cs]/Operations Research [cs.RO]
Heuristic
Bin packing problem
05 social sciences
0211 other engineering and technologies
[INFO.INFO-RO]Computer Science [cs]/Operations Research [cs.RO]
02 engineering and technology
Management Science and Operations Research
Tree (graph theory)
Upper and lower bounds
Computer Science Applications
Vertex (geometry)
Computer Science::Robotics
Combinatorics
0502 economics and business
Vehicle routing problem
Linear combination
Time complexity
ComputingMilieux_MISCELLANEOUS
Mathematics
Subjects
Details
- ISSN :
- 15265463 and 0030364X
- Volume :
- 39
- Database :
- OpenAIRE
- Journal :
- Operations Research
- Accession number :
- edsair.doi.dedup.....287a3f54061d047aeceff544583d8933
- Full Text :
- https://doi.org/10.1287/opre.39.4.616