Titlebook: Surrogate-Based Modeling and Optimization; Applications in Engi Slawomir Koziel,Leifur Leifsson Book 2013 Springer Science+Business Media N

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The Efficiency of Difference Mapping in Space Mapping-Based Optimization,l effort. In this work, techniques using the difference mapping concept will be introduced. These techniques are efficient in reducing the computational effort while improving convergence. Difference mapping is constructed similarly to the mechanism used in space mapping, but, unlike space mapping,

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Artificial Neural Networks and Space Mapping for EM-Based Modeling and Design of Microwave CircuitsANNs) and space mapping (SM). A brief introduction to ANNs is first presented, starting from elementary concepts associated to biological neurons. Electromagnetic (EM)-based modeling and design optimization of microwave circuits using ANNs is addressed. The conventional and most widely used neural n