• DocumentCode
    1592980
  • Title

    Improving the efficiency of the optimization algorithm angels & mortals

  • Author

    Bielek, R. ; Vircikova, Maria ; Jadlovsky, J.

  • Author_Institution
    Dept. of Cybern. & Artificial Intell., Tech. Univ. of Kosice, Kosice, Slovakia
  • fYear
    2013
  • Firstpage
    249
  • Lastpage
    252
  • Abstract
    We present an improved algorithm called Angels and Mortals mainly used for NP problem solutions. The primary improvements are several modifications of cloning and mutation process and computation of mortals´ lifespan in order to faster the algorithm. We report our experience on the problems of Graph Coloring and Boolean Satisfiability. Comparing to the Classic evolutionary algorithm, the main advantages of the proposed algorithm are more setting parameters and omitting the crossing part to save execution time.
  • Keywords
    Boolean algebra; computability; computational complexity; evolutionary computation; graph colouring; optimisation; Boolean satisfiability; NP problem solutions; classic evolutionary algorithm; cloning process; graph coloring; mortal lifespan computation; mutation process; optimization algorithm angels & mortals; Algorithm design and analysis; Artificial intelligence; Cloning; Color; Optimization; Sociology; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applied Machine Intelligence and Informatics (SAMI), 2013 IEEE 11th International Symposium on
  • Conference_Location
    Herl´any
  • Print_ISBN
    978-1-4673-5928-3
  • Electronic_ISBN
    978-1-4673-5927-6
  • Type

    conf

  • DOI
    10.1109/SAMI.2013.6480985
  • Filename
    6480985