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
Link To Document :
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