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
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