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Stochastic Structural Optimization

Autor Makoto Yamakawa, Makoto Ohsaki
en Limba Engleză Hardback – 8 aug 2023
Stochastic Structural Optimization presents a comprehensive picture of robust design optimization of structures, focused on nonparametric stochastic-based methodologies. Good practical structural design accounts for uncertainty, for which reliability-based design offers a standard approach, usually incorporating assumptions on probability functions which are often unknown. By comparison, a worst-case approach with bounded support used as a robust design offers simplicity and a lower level of sensitivity. Linking structural optimization with these two approaches by a unified framework of non-parametric stochastic methodologies provides a rigorous theoretical background and high level of practicality. This text shows how to use this theoretical framework in civil and mechanical engineering practice to design a safe structure which accounts for uncertainty.
  • Connects theory with practice in the robust design optimization of structures
  • Advanced enough to support sound practical designs
This book provides comprehensive coverage for engineers and graduate students in civil and mechanical engineering.
Makoto Yamakawa is a Professor at Tokyo University of Science, and a member of the Advisory Board of the 2020 Asian Congress of Structural and Multidisciplinary Optimization.
Makoto Ohsaki is a Professor at Kyoto University, Japan, treasurer of the International Association for Shell & Spatial Structures and former President of the Asian Society for Structural and Multidisciplinary Optimization.
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Specificații

ISBN-13: 9780367720391
ISBN-10: 0367720396
Pagini: 266
Ilustrații: 48 Tables, black and white; 20 Line drawings, color; 61 Line drawings, black and white; 20 Illustrations, color; 61 Illustrations, black and white
Dimensiuni: 156 x 234 mm
Greutate: 0.65 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Postgraduate and Professional

Cuprins

1. Basic concepts and examples.  2. Stochastic optimization.  3. Random search-based optimization.  4. Order statistics-based robust design optimization.  5. Robust geometry and topology optimization.  6. Multi-objective robust optimization approach.  7. Surrogate-assisted and reliability-based optimization.  Appendix.

Notă biografică

Makoto Yamakawa is a Professor at Tokyo University of Science, and a member of the Advisory Board of the 2020 Asian Congress of Structural and Multidisciplinary Optimization.
Makoto Ohsaki is a Professor at Kyoto University, Japan, treasurer of the International Association for Shell & Spatial Structures and former President of the Asian Society for Structural and Multidisciplinary Optimization.

Descriere

This comprehensive presentation of robust design optimization of structures combines structural optimization with reliability-based design and robust design through a unified framework of non-parametric stochastic methodologies, to design safe civil or mechanical structures which take account of uncertainty.