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Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation
Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation
This book provides a broad survey of models and efficient algorithms for Nonnegative Matrix Factorization (NMF). This includes NMF’s various extensions and modifications, especially Nonnegative Tensor Factorizations (NTF) and Nonnegative Tucker Decompositions (NTD). NMF/NTF and their extensions are increasingly used as tools in signal and...
Classical Circuit Theory
Classical Circuit Theory

This book begins with the basic principles of circuits, derives their analytic properties in both the time and frequency domains, and states and proves the two important theorems. It then develops an algorithmic method to design common and uncommon types of circuits, such as prototype filters, lumped delay lines, constant phase difference...

Automata, Languages and Programming: 38th International Colloquium, ICALP 2011, Zurich, Switzerland
Automata, Languages and Programming: 38th International Colloquium, ICALP 2011, Zurich, Switzerland

ICALP 2011, the 38th edition of the International Colloquium on Automata, Languages and Programming, was held in Z¨urich, Switzerland, during July 4–8, 2011. ICALP is a series of annual conferences of the European Association for Theoretical Computer Science (EATCS) which first took place in 1972. This year, the ICALP...

Linear Programming with MATLAB (MPS-SIAM Series on Optimization)
Linear Programming with MATLAB (MPS-SIAM Series on Optimization)
This textbook provides a self-contained introduction to linear programming using MATLAB® software to elucidate the development of algorithms and theory. Early chapters cover linear algebra basics, the simplex method, duality, the solving of large linear problems, sensitivity analysis, and parametric linear programming. In later chapters, the...
Control of Higher-Dimensional PDEs: Flatness and Backstepping Designs
Control of Higher-Dimensional PDEs: Flatness and Backstepping Designs

This monograph presents new model-based design methods for trajectory planning, feedback stabilization, state estimation, and tracking control of distributed-parameter systems governed by partial differential equations (PDEs). Flatness and backstepping techniques and their generalization to PDEs with higher-dimensional spatial domain lie at...

Approximation Algorithms
Approximation Algorithms
Covering the basic techniques used in the latest research work, the author consolidates progress made so far, including some very recent and promising results, and conveys the beauty and excitement of work in the field. He gives clear, lucid explanations of key results and ideas, with intuitive proofs, and provides critical examples and numerous...
Algorithm Theory - SWAT 2002: 8th Scandinavian Workshop on Algorithm Theory, Turku, Finland, July 3-5, 2002 Proceedings (Lecture Notes in Computer Science)
Algorithm Theory - SWAT 2002: 8th Scandinavian Workshop on Algorithm Theory, Turku, Finland, July 3-5, 2002 Proceedings (Lecture Notes in Computer Science)
This book constitutes the refereed proceedings of the 8th Scandinavian Workshop on Algorithm Theory, SWAT 2002, held in Turku, Finland, in July 2002.
The 43 revised full papers presented together with two invited contributions were carefully reviewed and selected from 103 submissions. The papers are organized in topical sections on
...
Low Rank Approximation: Algorithms, Implementation, Applications (Communications and Control Engineering)
Low Rank Approximation: Algorithms, Implementation, Applications (Communications and Control Engineering)
This book details the theory, algorithms, and applications of structured low-rank approximation, and presents efficient local optimization methods and effective suboptimal convex relaxations for Toeplitz, Hankel and Sylvester structured problems and more....
An Introduction to Numerical Methods and Analysis
An Introduction to Numerical Methods and Analysis

Praise for the First Edition

". . . outstandingly appealing with regard to its style,contents, considerations of requirements of practice, choice ofexamples, and exercises."—Zentralblatt MATH

". . . carefully structured with many detailed workedexamples."—The...

Bob Miller's Calc for the Clueless: Calc I (Bob Miller's Clueless Series)
Bob Miller's Calc for the Clueless: Calc I (Bob Miller's Clueless Series)

Student tested and approved!

If you suffer from math anxiety, then sign up for private tutoring with Bob Miller! Do logarithms, sines, and cosines leave you in a cold sweat? Vectors and derivatives send stress signals to your brain? If so, then you are like the many thousands of students­­students of all ages,...

Handbook of Differential Equations: Stationary Partial Differential Equations, Volume 6
Handbook of Differential Equations: Stationary Partial Differential Equations, Volume 6

This is a survey on elliptic boundary value problems on varying domains and tools needed for that. Such problems arise in numerical analysis, in shape optimisation  problems and in the investigation of the solution structure of nonlinear elliptic equations. The methods are also useful to obtain certain results for equations on non-smooth...

Approximation Theory: From Taylor Polynomials to Wavelets (Applied and Numerical Harmonic Analysis)
Approximation Theory: From Taylor Polynomials to Wavelets (Applied and Numerical Harmonic Analysis)

This concisely written book gives an elementary introduction to a classical area of mathematics – approximation theory – in a way that naturally leads to the modern field of wavelets.  The exposition, driven by ideas rather than technical details and proofs, demonstrates the dynamic nature of mathematics and the...

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