학술논문
Applying Evolutionary Computing to Complex Systems Design
Document Type
Periodical
Author
Source
IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans IEEE Trans. Syst., Man, Cybern. A Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on. 37(5):770-779 Sep, 2007
Subject
Language
ISSN
1083-4427
1558-2426
1558-2426
Abstract
Development of an evolutionary computing tool for requirements analysis and optimization of component-based systems is described. The tool assesses scenarios that represent potential designs and their operational behavior, as well as how the designs perform in a range of environmental conditions. Designs are optimized for three objective functions: 1) reliability; 2) performance time; and 3) costs. Use of the tool is illustrated in a systems engineering case study to derive optimal design for a naval command and control system that includes human operator roles as well as technology components.