The Matrix Cookbook

Contains a collection of facts (identities, approximations, inequalities, relations) about matrices and matters relating to them. Collected in this form for the convenience of anyone who wants a quick desktop reference.

**Tag(s):**
Linear Algebra

**Publication date**: 01 Feb 2006

**ISBN-10**:
n/a

**ISBN-13**:
n/a

**Paperback**:
n/a

**Views**: 16,176

**Type**: N/A

**Publisher**:
n/a

**License**:
n/a

**Post time**: 11 Nov 2006 11:12:32

The Matrix Cookbook

Contains a collection of facts (identities, approximations, inequalities, relations) about matrices and matters relating to them. Collected in this form for the convenience of anyone who wants a quick desktop reference.

Kaare Brandt Petersen

Book Excerpts:

Inside this book is a collection of facts (identities, approximations, inequalities, relations, etc) about matrices and matters relating to them. It is collected in this form for the convenience of anyone who wants a quick desktop reference.

Naturally, keeping a large repository of relations involving matrices is an ongoing project. This book is regularly updated to include more material and correct typos. The version number is the date of compilation apparent on the title page.

At the moment, topics covered include the basics of matrix, derivatives, inverses, complex matrices, decompositions, statistics and probability, gaussians, special matrices, functions and operators, one-dimensional results and proofs.

The identities, approximations and relations presented inside were obviously not invented but collected, borrowed and copied from a large amount of sources. These include similar but shorter notes found on the internet and appendices in books. Readers should see the references for a full list.

Book Excerpts:

Inside this book is a collection of facts (identities, approximations, inequalities, relations, etc) about matrices and matters relating to them. It is collected in this form for the convenience of anyone who wants a quick desktop reference.

Naturally, keeping a large repository of relations involving matrices is an ongoing project. This book is regularly updated to include more material and correct typos. The version number is the date of compilation apparent on the title page.

At the moment, topics covered include the basics of matrix, derivatives, inverses, complex matrices, decompositions, statistics and probability, gaussians, special matrices, functions and operators, one-dimensional results and proofs.

The identities, approximations and relations presented inside were obviously not invented but collected, borrowed and copied from a large amount of sources. These include similar but shorter notes found on the internet and appendices in books. Readers should see the references for a full list.

Tweet

About The Author(s)

No information is available for this author.

No information is available for this author.

Book Categories

Computer Science
Introduction to Computer Science
Introduction to Computer Programming
Algorithms and Data Structures
Artificial Intelligence
Computer Vision
Machine Learning
Neural Networks
Game Development and Multimedia
Data Communication and Networks
Coding Theory
Computer Security
Information Security
Cryptography
Information Theory
Computer Organization and Architecture
Operating Systems
Image Processing
Parallel Computing
Concurrent Programming
Relational Database
Document-oriented Database
Data Mining
Big Data
Data Science
Digital Libraries
Compiler Design and Construction
Functional Programming
Logic Programming
Object Oriented Programming
Formal Methods
Software Engineering
Agile Software Development
Information Systems
Geographic Information System (GIS)

Mathematics
Mathematics
Algebra
Abstract Algebra
Linear Algebra
Number Theory
Numerical Methods
Precalculus
Calculus
Differential Equations
Category Theory
Proofs
Discrete Mathematics
Theory of Computation
Graph Theory
Real Analysis
Complex Analysis
Probability
Statistics
Game Theory
Queueing Theory
Operations Research
Computer Aided Mathematics

Supporting Fields
Web Design and Development
Mobile App Design and Development
System Administration
Cloud Computing
Electric Circuits
Embedded System
Signal Processing
Integration and Automation
Network Science
Project Management

Operating System
Programming/Scripting
Ada
Assembly
C / C++
Common Lisp
Forth
Java
JavaScript
Lua
Microsoft .NET
Rexx
Perl
PHP
Python
R
Rebol
Ruby
Scheme
Tcl/Tk

Miscellaneous
Sponsors