• DocumentCode
    3533297
  • Title

    An evolutionary approach to library materials acquisition problems

  • Author

    Tsu-Feng Ho ; Shyong Jian Shyu ; Lin, B.M.T. ; Yi-Ling Wu

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Ming Chuan Univ., Taoyuan, Taiwan
  • fYear
    2010
  • fDate
    7-9 July 2010
  • Firstpage
    450
  • Lastpage
    455
  • Abstract
    This paper studies a library materials problem in which materials are served for satisfying the information need of its patrons. The objective is to maximize the average preferences of acquired subjects. We first formulated the problem by means of the mathematical programming. Without loss of generality, some empirical constraints are considered, including subject costs and the required amount of specified disciplines. We then design a particle swarm optimization to resolve the problem. CPLEX, a linear programming software package, was used to break down the small problems and provided optimal solutions for comparison. Computational results show that the proposed algorithm can optimally solve problems within a reasonable amount of time.
  • Keywords
    data acquisition; libraries; linear programming; particle swarm optimisation; software packages; CPLEX software package; evolutionary approach; library materials acquisition problems; linear programming; mathematical programming; particle swarm optimization; Algorithm design and analysis; Books; Computer science; Costs; Information management; Libraries; Linear programming; Mathematical programming; Particle swarm optimization; Procurement; Library materials acquisition; component; meta-heuristic algorithm; particle swarm optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems (IS), 2010 5th IEEE International Conference
  • Conference_Location
    London
  • Print_ISBN
    978-1-4244-5163-0
  • Type

    conf

  • DOI
    10.1109/IS.2010.5548400
  • Filename
    5548400