• DocumentCode
    1653130
  • Title

    Evolving PC system hardware configurations

  • Author

    Dasgupta, Dipankar ; Stoliartchouk, Alexei

  • Author_Institution
    Math. Sci. Dept., Memphis Univ., TN, USA
  • Volume
    1
  • fYear
    2002
  • Firstpage
    517
  • Lastpage
    522
  • Abstract
    The task of determining proper configuration of a PC system may be very difficult for a customer having little knowledge about computer hardware components. Also, it becomes more and more difficult even for a specialist, (with time constraints) to determine the proper specification, because the market offers a wide variety of products to choose from. We represented this hardware configuration problem in the form of tree structures, where nodes represent all possible hardware components of a PC system. We then used structured genetic algorithms to solve this multi-level optimization problem. Accordingly, we developed a prototype system called "Computer Hardware Designing System" and successfully tested it on a number of empirical examples
  • Keywords
    configuration management; evolutionary computation; microcomputers; reconfigurable architectures; Computer Hardware Designing System; evolving hardware configurations; hardware components; multi-level optimization; personal computer configuration; structured genetic algorithms; time constraints; tree structures; Application software; Computer science; Design optimization; Genetic algorithms; Hardware; Investments; Prototypes; System testing; Time factors; Tree data structures;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
  • Conference_Location
    Honolulu, HI
  • Print_ISBN
    0-7803-7282-4
  • Type

    conf

  • DOI
    10.1109/CEC.2002.1006288
  • Filename
    1006288