The EA based optimal designs can start from the designer's existing design database or from an initial generation of candidate designs obtained randomly.
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This gives the user the opportunity to find a set of Pareto optimal designs, and gain information regarding the trade offs between the objectives.
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There are several methods of finding an optimal design, given an " a priori " restriction on the number of experimental runs or replications.
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Han mainly worked on the fault diagnosis of power systems, the control and stability of electrical power systems, the optimal design of electrical power networks.
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Its primary focus is on the optimal design of structures using hybrid computer programs that integrate acoustic modeling and FEM programs with high-speed optimization routines.
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There are several reasons why natural selection may fail to achieve optimal design ( Mayr 2001 : 140 143; Buss et al . 1998 ).
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By the mid-1960s, the mid-engine vehicle configuration was well-established as the optimal design for Grand Prix cars, however almost no road vehicles yet used this arrangement.
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The earliest optimal designs were developed to estimate the parameters of regression models with continuous variables, for example, by Charles S . Peirce and Kirstine Smith.
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Traditional factories were compact, multistory buildings _ the optimal design when power had to be conveyed via shafts and belts from a steam engine in the basement.
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In the marketing field there is a huge literature about optimal design for multiattribute products and services, based on experimental analisis to estimate models of consumers'utility functions.