Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
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Simulation model creation is an important task in electronic device development and control. Parallelizing in architecture and technology research activities increases the significance of available high quality device models. Enhanced device complexity, especially in nano-scale technology, shows difficulties in classical methods for parameter determination. Some of these problems can be solved by using evolutionary approaches. In this work an algorithm for an automated parameter determination task is presented and prospects and limitations of such an approach are studied.