Canonical Duality Theory | Unified Methodology for Multidisciplinary Study | ISBN 9783319580166

Canonical Duality Theory

Unified Methodology for Multidisciplinary Study

herausgegeben von David Yang Gao, Vittorio Latorre und Ning Ruan
Mitwirkende
Herausgegeben vonDavid Yang Gao
Herausgegeben vonVittorio Latorre
Herausgegeben vonNing Ruan
Buchcover Canonical Duality Theory  | EAN 9783319580166 | ISBN 3-319-58016-7 | ISBN 978-3-319-58016-6

Canonical Duality Theory

Unified Methodology for Multidisciplinary Study

herausgegeben von David Yang Gao, Vittorio Latorre und Ning Ruan
Mitwirkende
Herausgegeben vonDavid Yang Gao
Herausgegeben vonVittorio Latorre
Herausgegeben vonNing Ruan

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.