Computer Simulation

Simulation-Driven Modeling and Optimization: ASDOM, by Slawomir Koziel,Leifur Leifsson,Xin-She Yang PDF

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By Slawomir Koziel,Leifur Leifsson,Xin-She Yang

This edited quantity is dedicated to the now-ubiquitous use of computational types throughout so much disciplines of engineering and technological know-how, led by means of a trio of world-renowned researchers within the box. excited by contemporary advances of modeling and optimization innovations geared toward dealing with computationally-expensive engineering difficulties regarding simulation types, this publication can be a useful source for experts (engineers, researchers, graduate scholars) operating in components as different as electric engineering, mechanical and structural engineering, civil engineering, commercial engineering, hydrodynamics, aerospace engineering, microwave and antenna engineering, ocean technology and weather modeling, and the automobile undefined, the place layout approaches are seriously according to CPU-heavy desktop simulations. Various recommendations, such as knowledge-based optimization, adjoint sensitivity recommendations, and fast substitute versions (to identify quite a few) are explored in-depth in addition to an array of the newest thoughts to optimize the potency of the simulation-driven layout process.

High-fidelity simulation versions enable for actual reviews of the units and structures, that's severe within the layout approach, particularly to prevent high priced prototyping levels. regardless of this and different merits, using simulation instruments within the layout method is sort of hard because of linked excessive computational price. The regular bring up of accessible computational assets doesn't continuously translate into the shortening of the layout cycle end result of the turning out to be call for for better accuracy and necessity to simulate greater and extra complicated structures. accordingly, automatic simulation-driven design—while hugely desirable—is tricky while utilizing traditional numerical optimization exercises which more often than not require numerous procedure simulations, each already expensive.

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Read Online or Download Simulation-Driven Modeling and Optimization: ASDOM, Reykjavik, August 2014 (Springer Proceedings in Mathematics & Statistics) PDF

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Simulation-Driven Modeling and Optimization: ASDOM, Reykjavik, August 2014 (Springer Proceedings in Mathematics & Statistics) by Slawomir Koziel,Leifur Leifsson,Xin-She Yang


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