This book on canonical duality theory provides a comprehensive review of its philosophical origin, physics foundation, and mathematical statements in both finite- and infinite-dimensional spaces. A ground-breaking methodological theory, canonical duality theory can be used for modeling complex systems within a unified framework and for solving a large class of challenging problems in multidisciplinary fields in engineering, mathematics, and the sciences. This volume places a particular emphasis on canonical duality theory’s role in bridging the gap between non-convex analysis/mechanics and global optimization. With 18 total chapters written by experts in their fields, this volume provides a nonconventional theory for unified understanding of the fundamental difficulties in large deformation mechanics, bifurcation/chaos in nonlinear science, and the NP-hard problems in global optimization. Additionally, readers will find a unified methodology and powerful algorithms for solving challenging problems in complex systems with real-world applications in non-convex analysis, non-monotone variational inequalities, integer programming, topology optimization, post-buckling of large deformed structures, etc. Researchers and graduate students will find explanation and potential applications in multidisciplinary fields.
| ISBN-13: | 9783319580166 |
| ISBN-10: | 3319580167 |
| Publisher: | Springer International Publishing |
| Publication date: | 2017-10-20 |
| Edition description: | 1 |
| Pages: | 377 |
| Product dimensions: | Height: 9.2098241 Inches, Length: 6.1401452 Inches, Weight: 15.51392937694 Pounds, Width: 1.1 Inches |
| Author: | David Yang Gao, Vittorio Latorre, Ning Ruan |
| Language: | en |
| Binding: | Hardcover |
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