Multi-index transport problems with decomposition structure

  • Authors:
  • L. G. Afraimovich

  • Affiliations:
  • Lobachevskii State University, Nizhni Novgorod, Russia

  • Venue:
  • Automation and Remote Control
  • Year:
  • 2012

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Abstract

Consideration was given to the multi-index problems of linear and integer linear programming of the transport type. An approach based on the study of reducibility of the multi-index transport problems to that of seeking a flow on the network was proposed. For the multi-index problems with decomposition structure, a reduction scheme enabling one to solve the original multi-index problem using the cyclic decomposition of the minimum-cost flow of the auxiliary flow problem was constructed. The developed method underlies the heuristic algorithm to solve the NP-hard integer multi-index problem with a system of constraints featuring decompositional properties and general cost matrix.