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Applying Evolutionary Computing to Complex Systems DesignSystems, Man and Cybernetics, Part A, IEEE Transactions on In Systems, Man and Cybernetics, Part A, IEEE Transactions on, Vol. 37, No. 5. (2007), pp. 770-779.
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Abstract<para> 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. </para>
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