Canonical Duality Theory

Canonical Duality Theory
Author: David Yang Gao
Publisher: Springer
Total Pages: 374
Release: 2017-10-09
Genre: Mathematics
ISBN: 3319580175

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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.


Canonical Duality Theory
Language: en
Pages: 374
Authors: David Yang Gao
Categories: Mathematics
Type: BOOK - Published: 2017-10-09 - Publisher: Springer

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This book on canonical duality theory provides a comprehensive review of its philosophical origin, physics foundation, and mathematical statements in both finit
Duality Principles in Nonconvex Systems
Language: en
Pages: 476
Authors: David Yang Gao
Categories: Mathematics
Type: BOOK - Published: 2000-01-31 - Publisher: Springer Science & Business Media

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Motivated by practical problems in engineering and physics, drawing on a wide range of applied mathematical disciplines, this book is the first to provide, with
Canonical Duality Theory for Global Optimization Problems and Applications
Language: en
Pages: 250
Authors: Yi Chen
Categories: Algorithms
Type: BOOK - Published: 2015 - Publisher:

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"The canonical duality theory is studied, through a discussion on a general global optimization problem and applications on fundamentally important problems. Th
Duality Principles in Nonconvex Systems
Language: en
Pages: 463
Authors: David Yang Gao
Categories: Mathematics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

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Motivated by practical problems in engineering and physics, drawing on a wide range of applied mathematical disciplines, this book is the first to provide, with
Introduction to Grothendieck Duality Theory
Language: en
Pages: 188
Authors: Allen Altman
Categories: Mathematics
Type: BOOK - Published: 2006-11-15 - Publisher: Springer

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