• DocumentCode
    2852463
  • Title

    Optimal determination of simulated annealing parameters using TOPSIS

  • Author

    Fotuhi, Fateme

  • Author_Institution
    Dept. of Civil & Environ. Eng., Univ. of South Carolina, Columbia, SC, USA
  • fYear
    2011
  • fDate
    6-9 Dec. 2011
  • Firstpage
    46
  • Lastpage
    50
  • Abstract
    Efficiency of a Meta heuristic approach depends effectively on the right and suitable choice of its parameters. Meta heuristics are used to develop qualified feasible solutions. They are used while common commercial soft wares can´t find exact solutions in a logical computational time. They are random approaches as different target values might be gained during consecutive repetitions of the algorithm. An appropriate set of parameters avoids the problem to produce sporadic target values and controls the time to get coherent solutions. TOPSIS (Technique for Order Preference by Similarity to Ideal) is one of Multi Attribute Decision Making (MADM) approaches used in defining the best alternative in a complicated decision making problem which is used here to set the parameters of a simulated annealing algorithm in their suitable levels. This helps the algorithm to find good solutions besides controlling the time spent to get these values.
  • Keywords
    decision making; simulated annealing; MADM; TOPSIS; meta heuristics; multiattribute decision making; optimal determination; simulated annealing parameters; technique-for-order preference-by-similarity-to-ideal; Cooling; Decision making; Materials; Simulated annealing; Software; Software algorithms; Temperature; Multi-Criteria decision making; TOPSIS; simulated annealing parameters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Engineering and Engineering Management (IEEM), 2011 IEEE International Conference on
  • Conference_Location
    Singapore
  • ISSN
    2157-3611
  • Print_ISBN
    978-1-4577-0740-7
  • Electronic_ISBN
    2157-3611
  • Type

    conf

  • DOI
    10.1109/IEEM.2011.6117876
  • Filename
    6117876