Performance-Driven Surrogate Modeling of High-Frequency Structures

By Slawomir Koziel and Anna Pietrenko-Dabrowska

Book Overview

Introduction.- Basics of data-driven surrogate modeling.- Physics-based surrogate modeling.- Design-oriented modeling of high-frequency structures.- Triangulation-based constrained modeling.- Nested kriging modeling.- Feature-based constrained modeling.- Variable-fidelity performance-driven modeling.- Constrained modeling for efficient multi-objective optimization.- Warm-start design optimization.- Summary and conclusion.

• Format: Paperback
• Language: English
• ISBN: 3030389286
• ISBN13: 9783030389284
• Release Date: February 2021
• Publisher: Springer
• Length: 403 Pages
• Weight: 1.29 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"

Customer Reviews

One of the few Dummies books I liked.

I was a rank beginner in writing code when I got this book. The other Access books I looked at either had one small chapter on writing code (Access Basic) or assumed that I was an experienced programmer. This book helped jump start my understanding of how Access Basic works, how to navigate through the code windows and debugging facilities. It also gets into writing macros more effectively. A great jumping-off point for...