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Cybernetics and Systems Analysis

, Volume 52, Issue 2, pp 258–268 | Cite as

Optimization Algorithms for Packing of Small-Lot Correspondence in Communication Networks

  • O. M. Trofymchuk
  • V. A. Vasyanin
  • V. N. Kuzmenko
Article

Abstract

The paper discusses algorithms to solve packing optimization problem, which arises in sorting and packing of small-lot cargo in containers in mainline transportation networks or in merging messages into virtual containers in backbone data transmission networks. A problem statement is proposed and its specific properties and approaches to the solution are discussed. The convergence and time complexity of the number of heuristic algorithms are analyzed and numerical experiments are used to investigate their comparative efficiency. It is shown experimentally that solutions results obtained by different optimization strategies based on networks that have up to 500 nodes differ by no more than 2.65%.

Keywords

backbone communication networks small-lot flows of correspondence packing optimization heuristic algorithms convergence and time complexity of algorithms 

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Copyright information

© Springer Science+Business Media New York 2016

Authors and Affiliations

  1. 1.Institute of Telecommunications and Global Information SpaceNational Academy of Sciences of UkraineKyivUkraine
  2. 2.V. M. Glushkov Institute of CyberneticsNational Academy of Sciences of UkraineKyivUkraine

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