0
Your cart

Your cart is empty

Browse All Departments
Price
  • R100 - R250 (25)
  • R250 - R500 (50)
  • R500+ (2,672)
  • -
Status
Format
Author / Contributor
Publisher

Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Functional analysis

Topics in Nonlinear Analysis - The Herbert Amann Anniversary Volume (Hardcover, 1999 ed.): Joachim Escher, Gieri Simonett Topics in Nonlinear Analysis - The Herbert Amann Anniversary Volume (Hardcover, 1999 ed.)
Joachim Escher, Gieri Simonett
R4,715 R4,429 Discovery Miles 44 290 Save R286 (6%) Ships in 12 - 17 working days

Herbert Amann's work is distinguished and marked by great lucidity and deep mathematical understanding. The present collection of 31 research papers, written by highly distinguished and accomplished mathematicians, reflect his interest and lasting influence in various fields of analysis such as degree and fixed point theory, nonlinear elliptic boundary value problems, abstract evolutions equations, quasi-linear parabolic systems, fluid dynamics, Fourier analysis, and the theory of function spaces. Contributors are A. Ambrosetti, S. Angenent, W. Arendt, M. Badiale, T. Bartsch, Ph. BA(c)nilan, Ph. ClA(c)ment, E. FaAangovA, M. Fila, D. de Figueiredo, G. Gripenberg, G. Da Prato, E.N. Dancer, D. Daners, E. DiBenedetto, D.J. Diller, J. Escher, G.P. Galdi, Y. Giga, T. Hagen, D.D. Hai, M. Hieber, H. Hofer, C. Imbusch, K. Ito, P. KrejcA-, S.-O. Londen, A. Lunardi, T. Miyakawa, P. Quittner, J. PrA1/4ss, V.V. Pukhnachov, P.J. Rabier, P.H. Rabinowitz, M. Renardy, B. Scarpellini, B.J. Schmitt, K. Schmitt, G. Simonett, H. Sohr, V.A. Solonnikov, J. Sprekels, M. Struwe, H. Triebel, W. von Wahl, M. Wiegner, K. Wysocki, E. Zehnder and S. Zheng.

Combinatorial Set Theory of C*-algebras (Hardcover, 1st ed. 2019): Ilijas Farah Combinatorial Set Theory of C*-algebras (Hardcover, 1st ed. 2019)
Ilijas Farah
R3,336 Discovery Miles 33 360 Ships in 12 - 17 working days

This book explores and highlights the fertile interaction between logic and operator algebras, which in recent years has led to the resolution of several long-standing open problems on C*-algebras. The interplay between logic and operator algebras (C*-algebras, in particular) is relatively young and the author is at the forefront of this interaction. The deep level of scholarship contained in these pages is evident and opens doors to operator algebraists interested in learning about the set-theoretic methods relevant to their field, as well as to set-theorists interested in expanding their view to the non-commutative realm of operator algebras. Enough background is included from both subjects to make the book a convenient, self-contained source for students. A fair number of the exercises form an integral part of the text. They are chosen to widen and deepen the material from the corresponding chapters. Some other exercises serve as a warmup for the latter chapters.

Variational Views in Mechanics (Hardcover, 1st ed. 2021): Paolo Maria Mariano Variational Views in Mechanics (Hardcover, 1st ed. 2021)
Paolo Maria Mariano
R1,519 Discovery Miles 15 190 Ships in 12 - 17 working days

This volume provides a timely survey of interactions between the calculus of variations and theoretical and applied mechanics. Chapters have been significantly expanded since preliminary versions appeared in a special issue of the Journal of Optimization Theory and Applications (184(1), 2020) on "Calculus of Variations in Mechanics and Related Fields". The variety of topics covered offers researchers an overview of problems in mechanics that can be analyzed with variational techniques, making this a valuable reference for researchers in the field. It also presents ideas for possible future areas of research, showing how the mastery of these foundational mathematical techniques can be used for many exciting applications. Specific topics covered include: Topology optimization Identification of material properties Optimal control Plastic flows Gradient polyconvexity Obstacle problems Quasi-monotonicity Variational Views in Mechanics will appeal to researchers in mathematics, solid-states physics, and mechanical, civil, and materials engineering.

Integral Transforms and Their Applications (Hardcover, 3rd ed. 2002): Brian Davies Integral Transforms and Their Applications (Hardcover, 3rd ed. 2002)
Brian Davies
R3,256 Discovery Miles 32 560 Ships in 12 - 17 working days

This book is an introduction and reference for the applications of integral transforms to a wide range of common mathematical problems. Emphasis is placed on the development of techniques and on the connection between properties of transforms and the kinds of problems for which they provide tools. Over 400 problems accompany the text, illustrating areas of applications. This third edition has been substantially updated, extended, and reorganized. Graduate students and researchers working in mathematics and physics will find this book useful.

Mathematical Analysis - An Introduction to Functions of Several Variables (Hardcover, 2009 ed.): Mariano Giaquinta, Giuseppe... Mathematical Analysis - An Introduction to Functions of Several Variables (Hardcover, 2009 ed.)
Mariano Giaquinta, Giuseppe Modica
R3,236 Discovery Miles 32 360 Ships in 10 - 15 working days

This superb and self-contained work is an introductory presentation of basic ideas, structures, and results of differential and integral calculus for functions of several variables. The wide range of topics covered include the differential calculus of several variables, including differential calculus of Banach spaces, the relevant results of Lebesgue integration theory, and systems and stability of ordinary differential equations. An appendix highlights important mathematicians and other scientists whose contributions have made a great impact on the development of theories in analysis. This text motivates the study of the analysis of several variables with examples, observations, exercises, and illustrations. It may be used in the classroom setting or for self-study by advanced undergraduate and graduate students and as a valuable reference for researchers in mathematics, physics, and engineering.

Cell-to-Cell Mapping - A Method of Global Analysis for Nonlinear Systems (Hardcover, 1987 ed.): C.S Hsu Cell-to-Cell Mapping - A Method of Global Analysis for Nonlinear Systems (Hardcover, 1987 ed.)
C.S Hsu
R3,002 Discovery Miles 30 020 Ships in 10 - 15 working days

For many years, I have been interested in global analysis of nonlinear systems. The original interest stemmed from the study of snap-through stability and jump phenomena in structures. For systems of this kind, where there exist multiple stable equilibrium states or periodic motions, it is important to examine the domains of attraction of these responses in the state space. It was through work in this direction that the cell-to-cell mapping methods were introduced. These methods have received considerable development in the last few years, and have also been applied to some concrete problems. The results look very encouraging and promising. However, up to now, the effort of developing these methods has been by a very small number of people. There was, therefore, a suggestion that the published material, scattered now in various journal articles, could perhaps be pulled together into book form, thus making it more readily available to the general audience in the field of nonlinear oscillations and nonlinear dynamical systems. Conceivably, this might facilitate getting more people interested in working on this topic. On the other hand, there is always a question as to whether a topic (a) holds enough promise for the future, and (b) has gained enough maturity to be put into book form. With regard to (a), only the future will tell. With regard to (b), I believe that, from the point of view of both foundation and methodology, the methods are far from mature.

Hardy Inequalities on Homogeneous Groups - 100 Years of Hardy Inequalities (Hardcover, 1st ed. 2019): Michael Ruzhansky,... Hardy Inequalities on Homogeneous Groups - 100 Years of Hardy Inequalities (Hardcover, 1st ed. 2019)
Michael Ruzhansky, Durvudkhan Suragan
R1,580 Discovery Miles 15 800 Ships in 12 - 17 working days

This open access book provides an extensive treatment of Hardy inequalities and closely related topics from the point of view of Folland and Stein's homogeneous (Lie) groups. The place where Hardy inequalities and homogeneous groups meet is a beautiful area of mathematics with links to many other subjects. While describing the general theory of Hardy, Rellich, Caffarelli-Kohn-Nirenberg, Sobolev, and other inequalities in the setting of general homogeneous groups, the authors pay particular attention to the special class of stratified groups. In this environment, the theory of Hardy inequalities becomes intricately intertwined with the properties of sub-Laplacians and subelliptic partial differential equations. These topics constitute the core of this book and they are complemented by additional, closely related topics such as uncertainty principles, function spaces on homogeneous groups, the potential theory for stratified groups, and the potential theory for general Hoermander's sums of squares and their fundamental solutions. This monograph is the winner of the 2018 Ferran Sunyer i Balaguer Prize, a prestigious award for books of expository nature presenting the latest developments in an active area of research in mathematics. As can be attested as the winner of such an award, it is a vital contribution to literature of analysis not only because it presents a detailed account of the recent developments in the field, but also because the book is accessible to anyone with a basic level of understanding of analysis. Undergraduate and graduate students as well as researchers from any field of mathematical and physical sciences related to analysis involving functional inequalities or analysis of homogeneous groups will find the text beneficial to deepen their understanding.

Complex Analysis, Operators, and Related Topics - The S. A. Vinogradov Memorial Volume (Hardcover, 2000 ed.): Victor P. Havin,... Complex Analysis, Operators, and Related Topics - The S. A. Vinogradov Memorial Volume (Hardcover, 2000 ed.)
Victor P. Havin, Nikolai K. Nikolski
R2,880 Discovery Miles 28 800 Ships in 10 - 15 working days

This volume is devoted to some topical problems and various applications of operator theory and its interplay with modern complex analysis. 30 carefully selected surveys and research papers are united by the "operator theoretic ideology" and systematic use of modern function theoretical techniques.

Qualitative Properties of Dispersive PDEs (Hardcover, 1st ed. 2022): Vladimir Georgiev, Alessandro Michelangeli, Raffaele... Qualitative Properties of Dispersive PDEs (Hardcover, 1st ed. 2022)
Vladimir Georgiev, Alessandro Michelangeli, Raffaele Scandone
R4,905 Discovery Miles 49 050 Ships in 12 - 17 working days

This book provides a valuable collection of contributions by distinguished scholars presenting the state of the art and some of the most significant latest developments and future challenges in the field of dispersive partial differential equations. The material covers four major lines: (1) Long time behaviour of NLS-type equations, (2) probabilistic and nonstandard methods in the study of NLS equation, (3) dispersive properties for heat-, Schroedinger-, and Dirac-type flows, (4) wave and KdV-type equations. Across a variety of applications an amount of crucial mathematical tools are discussed, whose applicability and versatility goes beyond the specific models presented here. Furthermore, all contributions include updated and comparative literature.

Theory of Operator Algebras III (Hardcover, 2003 ed.): Masamichi Takesaki Theory of Operator Algebras III (Hardcover, 2003 ed.)
Masamichi Takesaki
R5,026 Discovery Miles 50 260 Ships in 12 - 17 working days

Together with "Theory of Operator Algebras I, II" (EMS 124 and 125), this book, written by one of the most prominent researchers in the field of operator algebras, presents the theory of von Neumann algebras and non-commutative integration focusing on the group of automorphisms and the structure analysis.  It is is part of the recently developed part of the "Encyclopaedia of Mathematical Sciences" on operator algebras and non-commutative geometry (see http://www.springer.de/math/ems/index.html). The book provides essential and comprehensive information for graduate students and researchers in mathematics and mathematical physics.

Integral Transforms and Engineering - Theory, Methods, and Applications (Hardcover): Abdon Atangana, Ali Akgul Integral Transforms and Engineering - Theory, Methods, and Applications (Hardcover)
Abdon Atangana, Ali Akgul
R4,176 Discovery Miles 41 760 Ships in 12 - 17 working days

With the aim to better understand nature, mathematical tools are being used nowadays in many different fields. The concept of integral transforms, in particular, has been found to be a useful mathematical tool for solving a variety of problems not only in mathematics, but also in various other branches of science, engineering, and technology. Integral Transforms and Engineering: Theory, Methods, and Applications presents a mathematical analysis of integral transforms and their applications. The book illustrates the possibility of obtaining transfer functions using different integral transforms, especially when mapping any function into the frequency domain. Various differential operators, models, and applications are included such as classical derivative, Caputo derivative, Caputo-Fabrizio derivative, and Atangana-Baleanu derivative. This book is a useful reference for practitioners, engineers, researchers, and graduate students in mathematics, applied sciences, engineering, and technology fields.

Multivariate Wavelet Frames (Hardcover, 1st ed. 2016): Maria Skopina, Aleksandr Krivoshein, Vladimir Protasov Multivariate Wavelet Frames (Hardcover, 1st ed. 2016)
Maria Skopina, Aleksandr Krivoshein, Vladimir Protasov
R3,338 Discovery Miles 33 380 Ships in 12 - 17 working days

This book presents a systematic study of multivariate wavelet frames with matrix dilation, in particular, orthogonal and bi-orthogonal bases, which are a special case of frames. Further, it provides algorithmic methods for the construction of dual and tight wavelet frames with a desirable approximation order, namely compactly supported wavelet frames, which are commonly required by engineers. It particularly focuses on methods of constructing them. Wavelet bases and frames are actively used in numerous applications such as audio and graphic signal processing, compression and transmission of information. They are especially useful in image recovery from incomplete observed data due to the redundancy of frame systems. The construction of multivariate wavelet frames, especially bases, with desirable properties remains a challenging problem as although a general scheme of construction is well known, its practical implementation in the multidimensional setting is difficult. Another important feature of wavelet is symmetry. Different kinds of wavelet symmetry are required in various applications, since they preserve linear phase properties and also allow symmetric boundary conditions in wavelet algorithms, which normally deliver better performance. The authors discuss how to provide H-symmetry, where H is an arbitrary symmetry group, for wavelet bases and frames. The book also studies so-called frame-like wavelet systems, which preserve many important properties of frames and can often be used in their place, as well as their approximation properties. The matrix method of computing the regularity of refinable function from the univariate case is extended to multivariate refinement equations with arbitrary dilation matrices. This makes it possible to find the exact values of the Hoelder exponent of refinable functions and to make a very refine analysis of their moduli of continuity.

Many-Body Boson Systems - Half a Century Later (Hardcover, Edition.): Andre F. Verbeure Many-Body Boson Systems - Half a Century Later (Hardcover, Edition.)
Andre F. Verbeure
R2,331 R1,578 Discovery Miles 15 780 Save R753 (32%) Ships in 12 - 17 working days

This book offers a modern way of dealing with the problems of equilibrium states of Bose systems. Starting with the variation principle of statistical mechanics and the energy-entropy balance principle as equilibrium criteria, results for general boson systems and models are explicitly derived using simple functional analytic calculus.

Bridging the gap between general theoretical physics and the phenomenological research in the field of Bose systems, this book provides an insight into the fascinating quantum world of bosons. Key topics include the occurrence of BEC and its intimate structural relation with the phenomena of spontaneous symmetry breaking and off-diagonal long range order; the condensate equation; the issue concerning the choice of boundary conditions; solvable versus non-solvable boson models; the set of quasi-free boson states; the role of dissipative perturbations; and the surprising but general relation between general quantum fluctuations and boson systems.

Only some knowledge of quantum mechanics and undergraduate algebra and analysis is assumed. This textbook brings students and researchers smoothly from general concepts to vivid applications.

Continuous Semigroups of Holomorphic Self-maps of the Unit Disc (Hardcover, 1st ed. 2020): Filippo Bracci, Manuel D. Contreras,... Continuous Semigroups of Holomorphic Self-maps of the Unit Disc (Hardcover, 1st ed. 2020)
Filippo Bracci, Manuel D. Contreras, Santiago Diaz-Madrigal
R2,918 R1,965 Discovery Miles 19 650 Save R953 (33%) Ships in 12 - 17 working days

The book faces the interplay among dynamical properties of semigroups, analytical properties of infinitesimal generators and geometrical properties of Koenigs functions. The book includes precise descriptions of the behavior of trajectories, backward orbits, petals and boundary behavior in general, aiming to give a rather complete picture of all interesting phenomena that occur. In order to fulfill this task, we choose to introduce a new point of view, which is mainly based on the intrinsic dynamical aspects of semigroups in relation with the hyperbolic distance and a deep use of Caratheodory prime ends topology and Gromov hyperbolicity theory. This work is intended both as a reference source for researchers interested in the subject, and as an introductory book for beginners with a (undergraduate) background in real and complex analysis. For this purpose, the book is self-contained and all non-standard (and, mostly, all standard) results are proved in details.

Recent Advances in Mathematics and Technology - Proceedings of the First International Conference on Technology, Engineering,... Recent Advances in Mathematics and Technology - Proceedings of the First International Conference on Technology, Engineering, and Mathematics, Kenitra, Morocco, March 26-27, 2018 (Hardcover, 1st ed. 2020)
Serge Dos Santos, Mostafa Maslouhi, Kasso A. Okoudjou
R1,474 Discovery Miles 14 740 Ships in 10 - 15 working days

The chapters in this volume are based on talks given at the inaugural Technology, Engineering and Mathematics Conference (TEM18), held from March 26 to 27, 2018 in Kenitra, Morocco. Advances in mathematical modeling, optimization, numerical analysis, signal processing, and computer science are presented by leading experts in these fields. There is a particular emphasis on stochastic analysis, machine learning algorithms, and deep learning models, which are highly relevant to the state-of-the-art in augmented, virtual, and mixed realities. Topics include: Harmonic analysis Big data analytics and applications Biomathematics Computer engineering and applications Economics and financial engineering Medical imaging and non-destructive testing This volume is ideal for engineers and researchers working in technological fields that need to be modeled and simulated using the tools of modern mathematics.

Carleman Inequalities - An Introduction and More (Hardcover, 1st ed. 2019): Nicolas Lerner Carleman Inequalities - An Introduction and More (Hardcover, 1st ed. 2019)
Nicolas Lerner
R3,661 Discovery Miles 36 610 Ships in 12 - 17 working days

Over the past 25 years, Carleman estimates have become an essential tool in several areas related to partial differential equations such as control theory, inverse problems, or fluid mechanics. This book provides a detailed exposition of the basic techniques of Carleman Inequalities, driven by applications to various questions of unique continuation. Beginning with an elementary introduction to the topic, including examples accessible to readers without prior knowledge of advanced mathematics, the book's first five chapters contain a thorough exposition of the most classical results, such as Calderon's and Hoermander's theorems. Later chapters explore a selection of results of the last four decades around the themes of continuation for elliptic equations, with the Jerison-Kenig estimates for strong unique continuation, counterexamples to Cauchy uniqueness of Cohen and Alinhac & Baouendi, operators with partially analytic coefficients with intermediate results between Holmgren's and Hoermander's uniqueness theorems, Wolff's modification of Carleman's method, conditional pseudo-convexity, and more. With examples and special cases motivating the general theory, as well as appendices on mathematical background, this monograph provides an accessible, self-contained basic reference on the subject, including a selection of the developments of the past thirty years in unique continuation.

Inequivalent Representations of Canonical Commutation and Anti-Commutation Relations - Representation-theoretical Viewpoint for... Inequivalent Representations of Canonical Commutation and Anti-Commutation Relations - Representation-theoretical Viewpoint for Quantum Phenomena (Hardcover, 1st ed. 2020)
Asao Arai
R1,956 Discovery Miles 19 560 Ships in 12 - 17 working days

Canonical commutation relations (CCR) and canonical anti-commutation relations (CAR) are basic principles in quantum physics including both quantum mechanics with finite degrees of freedom and quantum field theory. From a structural viewpoint, quantum physics can be primarily understood as Hilbert space representations of CCR or CAR. There are many interesting physical phenomena which can be more clearly understood from a representation-theoretical viewpoint with CCR or CAR. This book provides an introduction to representation theories of CCR and CAR in view of quantum physics. Particular emphases are put on the importance of inequivalent representations of CCR or CAR, which may be related to characteristic physical phenomena. The topics presented include general theories of representations of CCR and CAR with finite and infinite degrees of freedom, the Aharonov-Bohm effect, time operators, quantum field theories based on Fock spaces, Bogoliubov transformations, and relations of infinite renormalizations with inequivalent representations of CCR. This book can be used as a text for an advanced topics course in mathematical physics or mathematics.

Fourier Transformation and Linear Differential Equations (Hardcover, 1977 ed.): Zofia Szmydt Fourier Transformation and Linear Differential Equations (Hardcover, 1977 ed.)
Zofia Szmydt
R3,094 Discovery Miles 30 940 Ships in 10 - 15 working days
The Homology of Banach and Topological Algebras (Hardcover, 1989 ed.): A.Ya. Helemskii The Homology of Banach and Topological Algebras (Hardcover, 1989 ed.)
A.Ya. Helemskii
R1,614 Discovery Miles 16 140 Ships in 12 - 17 working days

'Et moi .... si j'avait su comment en revenir. One service mathematics has rendered the human race. It has put common sense back je n'y serais point aUe.' it belongs. on the topmost shelf next Jules Verne where to the dusty canister labelled 'discarded non. The series is divergent: therefore we may be sense'. Eric T. Bell able to do something with it. o. Heaviside Mathematics is a tool for thought. A highly necessary tool in a world where both feedback and non linearities abound. Similarly, all kinds of parts of mathematics serve as tools for other parts and for other sciences. Applying a simple rewriting rule to the quote on the right above one finds such statements as: 'One service topology has rendered mathematical physics .. .'; 'One service logic has rendered com puter science .. .'; 'One service category theory has rendered mathematics .. .'. All arguably true. And all statements obtainable this way form part of the raison d'etre of this series."

Advances in Quantum Mechanics - Contemporary Trends and Open Problems (Hardcover, 1st ed. 2017): Alessandro Michelangeli,... Advances in Quantum Mechanics - Contemporary Trends and Open Problems (Hardcover, 1st ed. 2017)
Alessandro Michelangeli, Gianfausto Dell'antonio
R3,383 Discovery Miles 33 830 Ships in 12 - 17 working days

This volume collects recent contributions on the contemporary trends in the mathematics of quantum mechanics, and more specifically in mathematical problems arising in quantum many-body dynamics, quantum graph theory, cold atoms, unitary gases, with particular emphasis on the developments of the specific mathematical tools needed, including: linear and non-linear Schroedinger equations, topological invariants, non-commutative geometry, resonances and operator extension theory, among others. Most of contributors are international leading experts or respected young researchers in mathematical physics, PDE, and operator theory. All their material is the fruit of recent studies that have already become a reference in the community. Offering a unified perspective of the mathematics of quantum mechanics, it is a valuable resource for researchers in the field.

Recent Developments in Fractals and Related Fields - Conference on Fractals and Related Fields III, ile de Porquerolles,... Recent Developments in Fractals and Related Fields - Conference on Fractals and Related Fields III, ile de Porquerolles, France, 2015 (Hardcover, 1st ed. 2017)
Julien Barral, Stephane Seuret
R4,686 Discovery Miles 46 860 Ships in 12 - 17 working days

This contributed volume provides readers with an overview of the most recent developments in the mathematical fields related to fractals, including both original research contributions, as well as surveys from many of the leading experts on modern fractal theory and applications. It is an outgrowth of the Conference of Fractals and Related Fields III, that was held on September 19-25, 2015 in ile de Porquerolles, France. Chapters cover fields related to fractals such as harmonic analysis, multifractal analysis, geometric measure theory, ergodic theory and dynamical systems, probability theory, number theory, wavelets, potential theory, partial differential equations, fractal tilings, combinatorics, and signal and image processing. The book is aimed at pure and applied mathematicians in these areas, as well as other researchers interested in discovering the fractal domain.

Wavelets Theory and Its Applications - A First Course (Hardcover, 1st ed. 2018): Mani Mehra Wavelets Theory and Its Applications - A First Course (Hardcover, 1st ed. 2018)
Mani Mehra
R1,445 R960 Discovery Miles 9 600 Save R485 (34%) Ships in 12 - 17 working days

This book provides comprehensive information on the conceptual basis of wavelet theory and it applications. Maintaining an essential balance between mathematical rigour and the practical applications of wavelet theory, the book is closely linked to the wavelet MATLAB toolbox, which is accompanied, wherever applicable, by relevant MATLAB codes. The book is divided into four parts, the first of which is devoted to the mathematical foundations. The second part offers a basic introduction to wavelets. The third part discusses wavelet-based numerical methods for differential equations, while the last part highlights applications of wavelets in other fields. The book is ideally suited as a text for undergraduate and graduate students of mathematics and engineering.

Geometry of Deep Learning - A Signal Processing Perspective (Hardcover, 1st ed. 2022): Jong Chul Ye Geometry of Deep Learning - A Signal Processing Perspective (Hardcover, 1st ed. 2022)
Jong Chul Ye
R1,714 R1,105 Discovery Miles 11 050 Save R609 (36%) Ships in 12 - 17 working days

The focus of this book is on providing students with insights into geometry that can help them understand deep learning from a unified perspective. Rather than describing deep learning as an implementation technique, as is usually the case in many existing deep learning books, here, deep learning is explained as an ultimate form of signal processing techniques that can be imagined. To support this claim, an overview of classical kernel machine learning approaches is presented, and their advantages and limitations are explained. Following a detailed explanation of the basic building blocks of deep neural networks from a biological and algorithmic point of view, the latest tools such as attention, normalization, Transformer, BERT, GPT-3, and others are described. Here, too, the focus is on the fact that in these heuristic approaches, there is an important, beautiful geometric structure behind the intuition that enables a systematic understanding. A unified geometric analysis to understand the working mechanism of deep learning from high-dimensional geometry is offered. Then, different forms of generative models like GAN, VAE, normalizing flows, optimal transport, and so on are described from a unified geometric perspective, showing that they actually come from statistical distance-minimization problems. Because this book contains up-to-date information from both a practical and theoretical point of view, it can be used as an advanced deep learning textbook in universities or as a reference source for researchers interested in acquiring the latest deep learning algorithms and their underlying principles. In addition, the book has been prepared for a codeshare course for both engineering and mathematics students, thus much of the content is interdisciplinary and will appeal to students from both disciplines.

Stochastic Analysis (Hardcover, 1st ed. 2020): Shigeo Kusuoka Stochastic Analysis (Hardcover, 1st ed. 2020)
Shigeo Kusuoka
R1,668 Discovery Miles 16 680 Ships in 12 - 17 working days

This book is intended for university seniors and graduate students majoring in probability theory or mathematical finance. In the first chapter, results in probability theory are reviewed. Then, it follows a discussion of discrete-time martingales, continuous time square integrable martingales (particularly, continuous martingales of continuous paths), stochastic integrations with respect to continuous local martingales, and stochastic differential equations driven by Brownian motions. In the final chapter, applications to mathematical finance are given. The preliminary knowledge needed by the reader is linear algebra and measure theory. Rigorous proofs are provided for theorems, propositions, and lemmas. In this book, the definition of conditional expectations is slightly different than what is usually found in other textbooks. For the Doob-Meyer decomposition theorem, only square integrable submartingales are considered, and only elementary facts of the square integrable functions are used in the proof. In stochastic differential equations, the Euler-Maruyama approximation is used mainly to prove the uniqueness of martingale problems and the smoothness of solutions of stochastic differential equations.

Stochastic Evolution Systems - Linear Theory and Applications to Non-Linear Filtering (Hardcover, 2nd ed. 2018): Boris L.... Stochastic Evolution Systems - Linear Theory and Applications to Non-Linear Filtering (Hardcover, 2nd ed. 2018)
Boris L. Rozovsky, Sergey V. Lototsky
R2,870 R1,810 Discovery Miles 18 100 Save R1,060 (37%) Ships in 12 - 17 working days

This monograph, now in a thoroughly revised second edition, develops the theory of stochastic calculus in Hilbert spaces and applies the results to the study of generalized solutions of stochastic parabolic equations. The emphasis lies on second-order stochastic parabolic equations and their connection to random dynamical systems. The authors further explore applications to the theory of optimal non-linear filtering, prediction, and smoothing of partially observed diffusion processes. The new edition now also includes a chapter on chaos expansion for linear stochastic evolution systems. This book will appeal to anyone working in disciplines that require tools from stochastic analysis and PDEs, including pure mathematics, financial mathematics, engineering and physics.

Free Delivery
Pinterest Twitter Facebook Google+
You may like...
The Mathematics of Errors
Nicolas Bouleau Hardcover R3,644 Discovery Miles 36 440
Theory
Steven Lord, Fedor Sukochev, … Hardcover R4,094 Discovery Miles 40 940
Operator Theory and Harmonic Analysis…
Alexey N. Karapetyants, Vladislav V. Kravchenko, … Hardcover R6,266 Discovery Miles 62 660
Algebraic and Analytic Microlocal…
Michael Hitrik, Dmitry Tamarkin, … Hardcover R6,287 Discovery Miles 62 870
Scattering Theory for Transport…
Hassan Emamirad Hardcover R3,273 Discovery Miles 32 730
Linear Systems, Signal Processing and…
Daniel Alpay, Mihaela B. Vajiac Hardcover R4,507 Discovery Miles 45 070
The Rademacher System in Function Spaces
Sergey V. Astashkin Hardcover R3,980 Discovery Miles 39 800
Upper and Lower Bounds for Stochastic…
Michel Talagrand Hardcover R4,319 Discovery Miles 43 190
On Extended Hardy-hilbert Integral…
Bicheng Yang, Michael Th Rassias Hardcover R1,982 Discovery Miles 19 820
Bloch-type Periodic Functions: Theory…
Yong-kui Chang, Gaston Mandata N'G'Uerekata, … Hardcover R1,998 Discovery Miles 19 980

 

Partners