Screen LibraryPerformance-driven surrogate modeling of high-frequency structures /
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| Main Authors: | |
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| Group Author: | |
| Published: |
Springer,
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| Publisher Address: | Cham : |
| Publication Dates: | [2020] |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Carrier Form: | xvi, 403 pages : illustrations (some color) ; 24 cm |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9783030389253 3030389251 |
| Index Number: | QC661 |
| CLC: | O441.4 |
| Call Number: | O441.4/K888 |
| Contents: | 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. |