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"