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Book Cover
E-book
Author Zheng, Maosheng, author

Title Probability-based multi-objective optimization for material selection / Maosheng Zheng, Haipeng Teng, Jie Yu, Ying Cui, Yi Wang
Published Singapore : Springer, [2023]
©2023

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Description 1 online resource (xv, 147 pages) : illustrations (some color)
Contents Chapter 1. Introduction -- Chapter 2. Probability-Based Multi-Objective Optimization and Applications -- Chapter 3. Extension in Condition of the Utility with Interval Number -- Chapter 4. Extension in Condition of the Utility with Desirable Value -- Chapter 5. Combination of Probability-Based Multi-Objective Optimization with Test Design Methods -- Chapter 6. Application of Regression Analysis in the Probability-Based Multi-Objective Optimization -- Chapter 7. Concluding Remarks
Summary This book illuminates the fundamental principle and applications of probability-based multi-objective optimization for material selection systematically, in which a brand new concept of preferable probability and its assessment as well as other treatments are introduced by authors for the first time. Hybrids of the new approach with experimental design methodologies, such as response surface methodology, orthogonal experimental design, and uniform experimental design, are all performed; the conditions of the material performance utility with desirable value and robust assessment are included; the discretization treatment of complicated integral in the evaluation is presented. The authors wish this work will cast a brick to attract jade and would make its contributions to relevant fields as a paving stone. This book can be used as a textbook for postgraduate and advanced undergraduate students in material relevant majors, and a reference book for scientists and engineers digging in the related fields
Bibliography Includes bibliographical references
Notes Print version record
Subject Materials science.
Materials science
Form Electronic book
Author Teng, Haipeng, author
Yu, Jie, author
Cui, Ying, author
Wang, Yi, author
ISBN 9789811933516
9811933510
9789819939398
9819939399