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A new efficient transformation of the generalized vehicle routing problem into the classical vehicle routing problem
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Classical combinatorial optimization problems can be generalized in a natural
way by considering a related problem relative to a given partition of the
nodes of the graph into node sets. In the literature one can find
generalized problems such as: generalized minimum spanning tree, generalized
traveling salesman problem, generalized Steiner tree problem, generalized
vehicle routing problem, etc. These generalized problems typically belong to
the class of NP-complete problems; they are harder than the classical ones,
and nowadays are intensively studied due to their interesting properties and
applications in the real world. Because of the complexity of finding the
optimal or near-optimal solution in case of the generalized combinatorial
optimization problems, great effort has been made, by many researchers, to
develop efficient ways of their transformation into classical corresponding
variants. We present in this paper an efficient way of transforming the
generalized vehicle routing problem into the vehicle routing problem, and a
new integer programming formulation of the problem.
National Library of Serbia
Title: A new efficient transformation of the generalized vehicle routing problem into the classical vehicle routing problem
Description:
Classical combinatorial optimization problems can be generalized in a natural
way by considering a related problem relative to a given partition of the
nodes of the graph into node sets.
In the literature one can find
generalized problems such as: generalized minimum spanning tree, generalized
traveling salesman problem, generalized Steiner tree problem, generalized
vehicle routing problem, etc.
These generalized problems typically belong to
the class of NP-complete problems; they are harder than the classical ones,
and nowadays are intensively studied due to their interesting properties and
applications in the real world.
Because of the complexity of finding the
optimal or near-optimal solution in case of the generalized combinatorial
optimization problems, great effort has been made, by many researchers, to
develop efficient ways of their transformation into classical corresponding
variants.
We present in this paper an efficient way of transforming the
generalized vehicle routing problem into the vehicle routing problem, and a
new integer programming formulation of the problem.
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