Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Surrogate Model-Based Engineering Design and Optimization (Springer Tracts in Mechanical Engineering)

Buy

This book covers some of the most popular methods in design space sampling, ensembling surrogate models, multi-fidelity surrogate model construction, surrogate model selection and validation, surrogate-based robust design optimization, and surrogate-based evolutionary optimization.

Surrogate or metamodels are now frequently used in complex engineering product design to replace expensive simulations or physical experiments. They are constructed from available input parameter values and the corresponding output performance or quantities of interest (QOIs) to provide predictions based on the fitted or interpolated mathematical relationships.

The book highlights a range of methods for ensembling surrogate and multi-fidelity models, which offer a good balance between surrogate modeling accuracy and building cost. A number of real-world engineering design problems, such as three-dimensional aircraft design, are also provided to illustrate the ability of surrogates for supporting complex engineering design. Lastly, illustrative examples are included throughout to help explain the approaches in a more “hands-on” manner.



(HTML tags aren't allowed.)

After Effects On the Spot: Time-Saving Tips and Shortcuts from the Pros
After Effects On the Spot: Time-Saving Tips and Shortcuts from the Pros

Motion graphics artists of all experience levels will find the solutions they need in an accessible format to build better compositions, animate with audio, dazzle clients with Visual FX, and much much more.


Packed with more than 400 techniques, this book delivers what you need to know—on the spot.
...
The Esoteric Investor: Alternative Investments for Global Macro Investors
The Esoteric Investor: Alternative Investments for Global Macro Investors

Massive demographic, environmental, economic, and regulatory shifts are generating huge new investment opportunities with an exceptionally high probability of success over the coming years and decades. In The Esoteric Investor, a world-class portfolio manager identifies these investments, and shows how your best...

Multidisciplinary Information Retrieval: Second Information Retrieval Facility Conference, IRFC 2011
Multidisciplinary Information Retrieval: Second Information Retrieval Facility Conference, IRFC 2011

IRFC 2011 received 19 high-quality submissions, of which 10 were accepted for presentation at the conference and appear here. Three of these fall into the natural language processing for IR area, one into the distributed computing area, while the remaining six are IR papers.

The IRF Conference provides a multi-disciplinary,...


Marine Robot Autonomy
Marine Robot Autonomy

Autonomy for Marine Robots provides a timely and insightful overview of intelligent autonomy in marine robots. A brief history of this emerging field is provided, along with a discussion of the challenges unique to the underwater environment and their impact on the level of intelligent autonomy required.  Topics covered at length...

C++ by Example: UnderC Learning Edition
C++ by Example: UnderC Learning Edition
C++ by Example includes 'UnderC,' an open-source language interpreter developed by the author, which shows the result of each new programming technique instantly, allowing novices to experiment in a more dynamic learning environment. The book starts with the fundamentals of the language, including expressions, variables, functions, and...
Theory of Gravitational Interactions (Undergraduate Lecture Notes in Physics)
Theory of Gravitational Interactions (Undergraduate Lecture Notes in Physics)

This up-to-date, self-contained review of the theory of gravitational interactions presents a traditional introduction, then discuss analogies and differences between a geometric theory of gravity and the gauge theories of the other fundamental interactions.

...
©2021 LearnIT (support@pdfchm.net) - Privacy Policy