• DocumentCode
    1793570
  • Title

    Interaction theory [new paradigm] for solving the assignment problem

  • Author

    Gani, Anang Zaini

  • Author_Institution
    Dept. of Ind. Eng., Inst. Teknol. Bandung, Bandung, Indonesia
  • fYear
    2014
  • fDate
    20-21 Aug. 2014
  • Firstpage
    45
  • Lastpage
    50
  • Abstract
    The Assignment Problem is very interesting to be researched because it is simple but wide in the applications. Hungarian Method, developed by Harold Kuhn in 1955, is one of the most popular algorithms to solve the assignment problem since it is easy and practical. However, its easiness is restricting the form of iteration process which is quite complicated. A research about the effective and efficient new algorithm is needed. In this paper, we introduce a new concept for solving the assignment problem. The Interaction Theory has been developed since 1966. We developed the coefficient interaction formula and succeeded to be implemented to solving the hard problems in the exact way and giving more alternative optimal solutions with the same value. The algorithm is introduced in this paper along with several applications; including problem with more than one solution, unbalanced problem, and problem with incomplete data. The Interaction Theory gives a new hope as a new paradigm. The algorithm is simple yet effective and efficient to solve all kinds of assignment problems such as unbalanced assignment problem, and minimize and maximize objective. Moreover, the algorithm sometimes produces more than one optimal solution.
  • Keywords
    computational complexity; iterative methods; assignment problem; coefficient interaction formula; hard problems; iteration process; Algorithm design and analysis; Industrial engineering; Informatics; Marine vehicles; Optical distortion; Ports (Computers); Transportation; Assignment problem; Coefficient Interaction; Hungarian Method; Interaction Theory; graph;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Informatics: Concept, Theory and Application (ICAICTA), 2014 International Conference of
  • Conference_Location
    Bandung
  • Print_ISBN
    978-1-4799-6984-5
  • Type

    conf

  • DOI
    10.1109/ICAICTA.2014.7005913
  • Filename
    7005913