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A Parametric Approach to the Bi-criteria Minimum Cost Dynamic Flow Problem

A Parametric Approach to the Bi-criteria Minimum Cost Dynamic Flow Problem
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摘要 This paper presents an algorithm for solving Bi-criteria Minimum Cost Dynamic Flow (BiCMCDF) problem with continuous flow variables. The approach is to transform a bi-criteria problem into a parametric one by building a single parametric linear cost out of the two initial cost functions. The algorithm consecutively finds efficient extreme points in the decision space by solving a series of minimum parametric cost flow problems with different objective functions. On each of the iterations, the flow is augmented along a cheapest path from the source node to the sink node in the time-space network avoiding the explicit time expansion of the network. This paper presents an algorithm for solving Bi-criteria Minimum Cost Dynamic Flow (BiCMCDF) problem with continuous flow variables. The approach is to transform a bi-criteria problem into a parametric one by building a single parametric linear cost out of the two initial cost functions. The algorithm consecutively finds efficient extreme points in the decision space by solving a series of minimum parametric cost flow problems with different objective functions. On each of the iterations, the flow is augmented along a cheapest path from the source node to the sink node in the time-space network avoiding the explicit time expansion of the network.
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出处 《Open Journal of Discrete Mathematics》 2011年第3期116-126,共11页 离散数学期刊(英文)
关键词 Dynamic NETWORK PARAMETRIC COST Bi-Criteria Minimum COST FLOW Successive Shortest PATH Dynamic Network Parametric Cost Bi-Criteria Minimum Cost Flow Successive Shortest Path
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