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REFINEMENTS OF THE COLUMN GENERATION PROCESS FOR THE VEHICLE ROUTING PROBLEM WITH TIME WINDOWS 被引量:1

REFINEMENTS OF THE COLUMN GENERATION PROCESS FOR THE VEHICLE ROUTING PROBLEM WITH TIME WINDOWS
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摘要 The Vehicle Routing Problem with Time Windows is a generalization of the well knowncapacity constrained Vehicle Routing Problem.A homogeneous fleet of vehicles has to service a setof customers.The service of the customers can only start within a weU-defined time intervaldenoted the time window.The objective is to determine routes for the vehicles that minimizes theaccumulated cost(or distance).Currently the best approaches for determining optimal solutions arebased on column generation and Branch-and-Bound,also known as Branch-and-Price.This paperpresents two ideas for ran-time improvements of the Branch-and-Price framework for the VehicleRouting Problem with Time Windows.Both ideas reveal a significant potential for run-timerefinements when speeding up an exact approach without compromising optimality. The Vehicle Routing Problem with Time Windows is a generalization of the well knowncapacity constrained Vehicle Routing Problem.A homogeneous fleet of vehicles has to service a setof customers.The service of the customers can only start within a weU-defined time intervaldenoted the time window.The objective is to determine routes for the vehicles that minimizes theaccumulated cost(or distance).Currently the best approaches for determining optimal solutions arebased on column generation and Branch-and-Bound,also known as Branch-and-Price.This paperpresents two ideas for ran-time improvements of the Branch-and-Price framework for the VehicleRouting Problem with Time Windows.Both ideas reveal a significant potential for run-timerefinements when speeding up an exact approach without compromising optimality.
作者 Jesper LARSEN
出处 《Systems Science and Systems Engineering》 CSCD 2004年第3期326-341,共16页 系统科学与系统工程学报(英文版)
关键词 Vehicle routing time windows column generation shortest path BRANCH-AND-BOUND Vehicle routing time windows column generation shortest path branch-and-bound
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参考文献11

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