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The Resource Convex optimization for signal processing and communications : from fundamentals to applications, Chong-Yung Chi, Wei-Chiang Li and Chia-Hsiang Lin

Convex optimization for signal processing and communications : from fundamentals to applications, Chong-Yung Chi, Wei-Chiang Li and Chia-Hsiang Lin

Label
Convex optimization for signal processing and communications : from fundamentals to applications
Title
Convex optimization for signal processing and communications
Title remainder
from fundamentals to applications
Statement of responsibility
Chong-Yung Chi, Wei-Chiang Li and Chia-Hsiang Lin
Creator
Contributor
Subject
Language
eng
Summary
"Convex Optimization for Signal Processing and Communications: From Fundamentals to Applications provides fundamental background knowledge of convex optimization, while striking a balance between mathematical theory and applications in signal processing and communications. In addition to comprehensive proofs and perspective interpretations for core convex optimization theory, this book also provides many insightful figures, remarks, illustrative examples, and guided journeys from theory to cutting-edge research explorations, for efficient and in-depth learning, especially for engineering students and professionals. With the powerful convex optimization theory and tools, this book provides you with a new degree of freedom and the capability of solving challenging real-world scientific and engineering problems."--
Assigning source
Provided by publisher
http://library.link/vocab/creatorName
Chi, Chong-Yung,
Dewey number
621.38401/515882
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Li, Wei-Chiang,
  • Lin, Chia-Hsiang
http://library.link/vocab/subjectName
  • Wireless communication systems
  • Signal processing
  • Mathematical optimization
  • Convex functions
Label
Convex optimization for signal processing and communications : from fundamentals to applications, Chong-Yung Chi, Wei-Chiang Li and Chia-Hsiang Lin
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
  • Cover ; Half Title ; Title Page ; Copyright Page ; Table of Contents ; Preface ; 1: Mathematical Background ; 1.1 Mathematical prerequisites ; 1.1.1 Vector norm ; 1.1.2 Matrix norm ; 1.1.3 Inner product ; 1.1.4 Norm ball ; 1.1.5 Interior point
  • 1.1.6 Complement, scaled sets, and sum of sets 1.1.7 Closure and boundary ; 1.1.8 Supremum and infimum ; 1.1.9 Function ; 1.1.10 Continuity ; 1.1.11 Derivative and gradient ; 1.1.12 Hessian ; 1.1.13 Taylor series ; 1.2 Linear algebra revisited ; 1.2.1 Vector subspace
  • 1.2.2 Range space, null space, and orthogonal projection 1.2.3 Matrix determinant and inverse ; 1.2.4 Positive definiteness and semidefiniteness ; 1.2.5 Eigenvalue decomposition ; 1.2.6 Square root factorization of PSD matrices ; 1.2.7 Singular value decomposition
  • 1.2.8 Least-squares approximation 1.3 Summary and discussion ; 2: Convex Sets ; 2.1 Affine and convex sets ; 2.1.1 Lines and line segments ; 2.1.2 Affine sets and affine hulls ; 2.1.3 Relative interior and relative boundary ; 2.1.4 Convex sets and convex hulls
  • 2.1.5 Cones and conic hulls 2.2 Examples of convex sets ; 2.2.1 Hyperplanes and halfspaces ; 2.2.2 Euclidean balls and ellipsoids ; 2.2.3 Polyhedra ; 2.2.4 Simplexes ; 2.2.5 Norm cones ; 2.2.6 Positive semidefinite cones ; 2.3 Convexity preserving operations ; 2.3.1 Intersection
Control code
ocn970041829
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781315330778
Level of compression
unknown
Note
Taylor & Francis
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)970041829
Label
Convex optimization for signal processing and communications : from fundamentals to applications, Chong-Yung Chi, Wei-Chiang Li and Chia-Hsiang Lin
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
  • Cover ; Half Title ; Title Page ; Copyright Page ; Table of Contents ; Preface ; 1: Mathematical Background ; 1.1 Mathematical prerequisites ; 1.1.1 Vector norm ; 1.1.2 Matrix norm ; 1.1.3 Inner product ; 1.1.4 Norm ball ; 1.1.5 Interior point
  • 1.1.6 Complement, scaled sets, and sum of sets 1.1.7 Closure and boundary ; 1.1.8 Supremum and infimum ; 1.1.9 Function ; 1.1.10 Continuity ; 1.1.11 Derivative and gradient ; 1.1.12 Hessian ; 1.1.13 Taylor series ; 1.2 Linear algebra revisited ; 1.2.1 Vector subspace
  • 1.2.2 Range space, null space, and orthogonal projection 1.2.3 Matrix determinant and inverse ; 1.2.4 Positive definiteness and semidefiniteness ; 1.2.5 Eigenvalue decomposition ; 1.2.6 Square root factorization of PSD matrices ; 1.2.7 Singular value decomposition
  • 1.2.8 Least-squares approximation 1.3 Summary and discussion ; 2: Convex Sets ; 2.1 Affine and convex sets ; 2.1.1 Lines and line segments ; 2.1.2 Affine sets and affine hulls ; 2.1.3 Relative interior and relative boundary ; 2.1.4 Convex sets and convex hulls
  • 2.1.5 Cones and conic hulls 2.2 Examples of convex sets ; 2.2.1 Hyperplanes and halfspaces ; 2.2.2 Euclidean balls and ellipsoids ; 2.2.3 Polyhedra ; 2.2.4 Simplexes ; 2.2.5 Norm cones ; 2.2.6 Positive semidefinite cones ; 2.3 Convexity preserving operations ; 2.3.1 Intersection
Control code
ocn970041829
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781315330778
Level of compression
unknown
Note
Taylor & Francis
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)970041829

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