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

Adjoint Equations and Perturbation Algorithms in Nonlinear Problems (Paperback): Guri I. Marchuk, Valeri I. Agoshkov, Victor P.... Adjoint Equations and Perturbation Algorithms in Nonlinear Problems (Paperback)
Guri I. Marchuk, Valeri I. Agoshkov, Victor P. Shutyaev
R1,957 Discovery Miles 19 570 Ships in 12 - 17 working days

Sparked by demands inherent to the mathematical study of pollution, intensive industry, global warming, and the biosphere, Adjoint Equations and Perturbation Algorithms in Nonlinear Problems is the first book ever to systematically present the theory of adjoint equations for nonlinear problems, as well as their application to perturbation algorithms. This new approach facilitates analysis of observational data, the application of adjoint equations to retrospective study of processes governed by imitation models, and the study of computer models themselves. Specifically, the book discusses: Principles for constructing adjoint operators in nonlinear problems Properties of adjoint operators and solvability conditions for adjoint equations Perturbation algorithms using the adjoint equations theory for nonlinear problems in transport theory, quasilinear motion, substance transfer, and nonlinear data assimilation Known results on adjoint equations and perturbation algorithms in nonlinear problems This groundbreaking text contains some results that have no analogs in the scientific literature, opening unbounded possibilities in construction and application of adjoint equations to nonlinear problems of mathematical physics.

Anton's Calculus - Early Transcendentals (Paperback, 11th Edition, Global Edition): Howard Anton, Irl C. Bivens, Stephen... Anton's Calculus - Early Transcendentals (Paperback, 11th Edition, Global Edition)
Howard Anton, Irl C. Bivens, Stephen Davis
R1,739 Discovery Miles 17 390 Ships in 12 - 17 working days

Calculus: Early Transcendentals, 11th Edition strives to increase student comprehension and conceptual understanding through a balance between rigor and clarity of explanations, sound mathematics, and excellent exercises, applications, and examples. Anton pedagogically approaches Calculus through the Rule of Four, presenting concepts from the verbal, algebraic, visual, and numerical points of view.

Systems of Conservation Laws 2 - Geometric Structures, Oscillations, and Initial-Boundary Value Problems (Hardcover): Denis... Systems of Conservation Laws 2 - Geometric Structures, Oscillations, and Initial-Boundary Value Problems (Hardcover)
Denis Serre; Translated by I. N. Sneddon
R4,691 Discovery Miles 46 910 Ships in 12 - 17 working days

Systems of conservation laws arise naturally in physics and chemistry. Continuing where the previous volume left off, the author considers the maximum principle from the viewpoints of both viscous approximation and numerical schemes. Convergence is studied through compensated compactness. The author applies this tool to the description of large amplitude wave propagation. Small waves are studied through geometrical optics. Special structures are presented in chapters on rich and Temple systems. Finally, Serre explains why the initial-boundary value problem is far from trivial, with descriptions of the Kreiss-Lopatinski condition for well-posedness, with applications to shock wave stability, and certain problems in boundary layer theory. Throughout the presentation is reasonably self-contained, with large numbers of exercises and full discussion of all the ideas. This will make it ideal as a text for graduate courses in the area of partial differential equations.

Modelling with Ordinary Differential Equations - A Comprehensive Approach (Hardcover): Alfio Borzi Modelling with Ordinary Differential Equations - A Comprehensive Approach (Hardcover)
Alfio Borzi
R3,722 Discovery Miles 37 220 Ships in 12 - 17 working days

Modelling with Ordinary Differential Equations: A Comprehensive Approach aims to provide a broad and self-contained introduction to the mathematical tools necessary to investigate and apply ODE models. The book starts by establishing the existence of solutions in various settings and analysing their stability properties. The next step is to illustrate modelling issues arising in the calculus of variation and optimal control theory that are of interest in many applications. This discussion is continued with an introduction to inverse problems governed by ODE models and to differential games. The book is completed with an illustration of stochastic differential equations and the development of neural networks to solve ODE systems. Many numerical methods are presented to solve the classes of problems discussed in this book. Features: Provides insight into rigorous mathematical issues concerning various topics, while discussing many different models of interest in different disciplines (biology, chemistry, economics, medicine, physics, social sciences, etc.) Suitable for undergraduate and graduate students and as an introduction for researchers in engineering and the sciences Accompanied by codes which allow the reader to apply the numerical methods discussed in this book in those cases where analytical solutions are not available

An Introduction to Piecewise Smooth Dynamics (Paperback, 1st ed. 2019): Paul Glendinning, Mike R. Jeffrey An Introduction to Piecewise Smooth Dynamics (Paperback, 1st ed. 2019)
Paul Glendinning, Mike R. Jeffrey; Edited by Elena Bossolini, J. Tomas Lazaro, Josep M Olm
R790 Discovery Miles 7 900 Ships in 12 - 17 working days

This book is aimed at mathematicians, scientists, and engineers, studying models that involve a discontinuity, or studying the theory of nonsmooth systems for its own sake. It is divided in two complementary courses: piecewise smooth flows and maps, respectively. Starting from well known theoretical results, the authors bring the reader into the latest challenges in the field, going through stability analysis, bifurcation, singularities, decomposition theorems and an introduction to kneading theory. Both courses contain many examples which illustrate the theoretical concepts that are introduced.

Fundamentals of Abstract Analysis (Paperback): Andrew Gleason Fundamentals of Abstract Analysis (Paperback)
Andrew Gleason
R1,976 Discovery Miles 19 760 Ships in 12 - 17 working days

This classic is an ideal introduction for students into the methodology and thinking of higher mathematics. It covers material not usually taught in the more technically-oriented introductory classes and will give students a well-rounded foundation for future studies.

Mimetic Discretization Methods (Paperback): Jose E. Castillo, Guillermo F. Miranda Mimetic Discretization Methods (Paperback)
Jose E. Castillo, Guillermo F. Miranda
R1,893 Discovery Miles 18 930 Ships in 12 - 17 working days

To help solve physical and engineering problems, mimetic or compatible algebraic discretization methods employ discrete constructs to mimic the continuous identities and theorems found in vector calculus. Mimetic Discretization Methods focuses on the recent mimetic discretization method co-developed by the first author. Based on the Castillo-Grone operators, this simple mimetic discretization method is invariably valid for spatial dimensions no greater than three. The book also presents a numerical method for obtaining corresponding discrete operators that mimic the continuum differential and flux-integral operators, enabling the same order of accuracy in the interior as well as the domain boundary. After an overview of various mimetic approaches and applications, the text discusses the use of continuum mathematical models as a way to motivate the natural use of mimetic methods. The authors also offer basic numerical analysis material, making the book suitable for a course on numerical methods for solving PDEs. The authors cover mimetic differential operators in one, two, and three dimensions and provide a thorough introduction to object-oriented programming and C++. In addition, they describe how their mimetic methods toolkit (MTK)-available online-can be used for the computational implementation of mimetic discretization methods. The text concludes with the application of mimetic methods to structured nonuniform meshes as well as several case studies. Compiling the authors' many concepts and results developed over the years, this book shows how to obtain a robust numerical solution of PDEs using the mimetic discretization approach. It also helps readers compare alternative methods in the literature.

Modeling and Inverse Problems in the Presence of Uncertainty (Paperback): H.T. Banks, Shuhua Hu, W. Clayton Thompson Modeling and Inverse Problems in the Presence of Uncertainty (Paperback)
H.T. Banks, Shuhua Hu, W. Clayton Thompson
R1,915 Discovery Miles 19 150 Ships in 12 - 17 working days

Modeling and Inverse Problems in the Presence of Uncertainty collects recent research-including the authors' own substantial projects-on uncertainty propagation and quantification. It covers two sources of uncertainty: where uncertainty is present primarily due to measurement errors and where uncertainty is present due to the modeling formulation itself. After a useful review of relevant probability and statistical concepts, the book summarizes mathematical and statistical aspects of inverse problem methodology, including ordinary, weighted, and generalized least-squares formulations. It then discusses asymptotic theories, bootstrapping, and issues related to the evaluation of correctness of assumed form of statistical models. The authors go on to present methods for evaluating and comparing the validity of appropriateness of a collection of models for describing a given data set, including statistically based model selection and comparison techniques. They also explore recent results on the estimation of probability distributions when they are embedded in complex mathematical models and only aggregate (not individual) data are available. In addition, they briefly discuss the optimal design of experiments in support of inverse problems for given models. The book concludes with a focus on uncertainty in model formulation itself, covering the general relationship of differential equations driven by white noise and the ones driven by colored noise in terms of their resulting probability density functions. It also deals with questions related to the appropriateness of discrete versus continuum models in transitions from small to large numbers of individuals. With many examples throughout addressing problems in physics, biology, and other areas, this book is intended for applied mathematicians interested in deterministic and/or stochastic models and their interactions. It is also s

Transformations, Transmutations, and Kernel Functions, Volume II (Paperback): H. Begehr Transformations, Transmutations, and Kernel Functions, Volume II (Paperback)
H. Begehr
R1,297 Discovery Miles 12 970 Ships in 12 - 17 working days

Complex analytical methods are a powerful tool for special partial differential equations and systems. To make these methods applicable for a wider class, transformations and transmutations are used.

Qualitative Estimates For Partial Differential Equations - An Introduction (Paperback): S. Rionero, J.N. Flavin Qualitative Estimates For Partial Differential Equations - An Introduction (Paperback)
S. Rionero, J.N. Flavin
R1,293 Discovery Miles 12 930 Ships in 12 - 17 working days

Qualitative Estimates For Partial Differential Equations: An Introduction describes an approach to the use of partial differential equations (PDEs) arising in the modelling of physical phenomena. It treats a wide range of differential inequality techniques applicable to problems arising in engineering and the natural sciences, including fluid and solid mechanics, physics, dynamics, biology, and chemistry. The book begins with an elementary discussion of the fundamental principles of differential inequality techniques for PDEs arising in the solution of physical problems, and then shows how these are used in research. Qualitative Estimates For Partial Differential Equations: An Introduction is an ideal book for students, professors, lecturers, and researchers who need a comprehensive introduction to qualitative methods for PDEs arising in engineering and the natural sciences.

Neutron Diffusion - Concepts and Uncertainty Analysis for Engineers and Scientists (Paperback): S. Chakraverty, Sukanta Nayak Neutron Diffusion - Concepts and Uncertainty Analysis for Engineers and Scientists (Paperback)
S. Chakraverty, Sukanta Nayak
R1,682 Discovery Miles 16 820 Ships in 12 - 17 working days

This book is designed for a systematic understanding of nuclear diffusion theory along with fuzzy/interval/stochastic uncertainty. This will serve to be a benchmark book for graduate & postgraduate students, teachers, engineers and researchers throughout the globe. In view of the recent developments in nuclear engineering, it is important to study the basic concepts of this field along with the diffusion processes for nuclear reactor design. Also, it is known that uncertainty is a must in every field of engineering and science and, in particular, with regards to nuclear-related problems. As such, one may need to understand the nuclear diffusion principles/theories corresponding with reliable and efficient techniques for the solution of such uncertain problems. Accordingly this book aims to provide a new direction for readers with basic concepts of reactor physics as well as neutron diffusion theory. On the other hand, it also includes uncertainty (in terms of fuzzy, interval, stochastic) and their applications in nuclear diffusion problems in a systematic manner, along with recent developments. The underlying concepts of the presented methods in this book may very well be used/extended to various other engineering disciplines viz. electronics, marine, chemical, mining engineering and other sciences such as physics, chemistry, biotechnology etc. This book then can be widely applied wherever one wants to model their physical problems in terms of non-probabilistic methods viz. fuzzy/stochastic for the true essence of the real problems.

Spectral Computations for Bounded Operators (Paperback): Mario Ahues, Alain Largillier, Balmohan Limaye Spectral Computations for Bounded Operators (Paperback)
Mario Ahues, Alain Largillier, Balmohan Limaye
R1,824 Discovery Miles 18 240 Ships in 12 - 17 working days

Exact eigenvalues, eigenvectors, and principal vectors of operators with infinite dimensional ranges can rarely be found. Therefore, one must approximate such operators by finite rank operators, then solve the original eigenvalue problem approximately. Serving as both an outstanding text for graduate students and as a source of current results for research scientists, Spectral Computations for Bounded Operators addresses the issue of solving eigenvalue problems for operators on infinite dimensional spaces. From a review of classical spectral theory through concrete approximation techniques to finite dimensional situations that can be implemented on a computer, this volume illustrates the marriage of pure and applied mathematics. It contains a variety of recent developments, including a new type of approximation that encompasses a variety of approximation methods but is simple to verify in practice. It also suggests a new stopping criterion for the QR Method and outlines advances in both the iterative refinement and acceleration techniques for improving the accuracy of approximations. The authors illustrate all definitions and results with elementary examples and include numerous exercises. Spectral Computations for Bounded Operators thus serves as both an outstanding text for second-year graduate students and as a source of current results for research scientists.

Unbounded Functionals in the Calculus of Variations - Representation, Relaxation, and Homogenization (Paperback): Luciano... Unbounded Functionals in the Calculus of Variations - Representation, Relaxation, and Homogenization (Paperback)
Luciano Carbone
R1,825 Discovery Miles 18 250 Ships in 12 - 17 working days

Over the last few decades, research in elastic-plastic torsion theory, electrostatic screening, and rubber-like nonlinear elastomers has pointed the way to some interesting new classes of minimum problems for energy functionals of the calculus of variations. This advanced-level monograph addresses these issues by developing the framework of a general theory of integral representation, relaxation, and homogenization for unbounded functionals. The first part of the book builds the foundation for the general theory with concepts and tools from convex analysis, measure theory, and the theory of variational convergences. The authors then introduce some function spaces and explore some lower semicontinuity and minimization problems for energy functionals. Next, they survey some specific aspects the theory of standard functionals. The second half of the book carefully develops a theory of unbounded, translation invariant functionals that leads to results deeper than those already known, including unique extension properties, representation as integrals of the calculus of variations, relaxation theory, and homogenization processes. In this study, some new phenomena are pointed out. The authors' approach is unified and elegant, the text well written, and the results intriguing and useful, not just in various fields of mathematics, but also in a range of applied mathematics, physics, and material science disciplines.

Semigroups for Delay Equations (Paperback): Andr as B atkai, Susanna Piazzera Semigroups for Delay Equations (Paperback)
Andr as B atkai, Susanna Piazzera
R1,805 Discovery Miles 18 050 Ships in 12 - 17 working days

In most physical, chemical, biological and economic phenomena it is quite natural to assume that the system not only depends on the present state but also on past occurrences. These circumstances are mathematically described by partial differential equations with delay. This book presents, in a systematic fashion, how delay equations can be studied in Lp-history spaces. Appendices offering supplementary information and a comprehensive index make this book an ideal introduction and research tool for mathematicians, chemists, biologists and economists.

CR Manifolds and the Tangential Cauchy-Riemann Complex (Paperback): Al Boggess CR Manifolds and the Tangential Cauchy-Riemann Complex (Paperback)
Al Boggess
R1,881 Discovery Miles 18 810 Ships in 12 - 17 working days

CR Manifolds and the Tangential Cauchy Riemann Complex provides an elementary introduction to CR manifolds and the tangential Cauchy-Riemann Complex and presents some of the most important recent developments in the field. The first half of the book covers the basic definitions and background material concerning CR manifolds, CR functions, the tangential Cauchy-Riemann Complex and the Levi form. The second half of the book is devoted to two significant areas of current research. The first area is the holomorphic extension of CR functions. Both the analytic disc approach and the Fourier transform approach to this problem are presented. The second area of research is the integral kernal approach to the solvability of the tangential Cauchy-Riemann Complex. CR Manifolds and the Tangential Cauchy Riemann Complex will interest students and researchers in the field of several complex variable and partial differential equations.

Degenerate and Other Problems (Paperback): Abduhamid Dzhuraev Degenerate and Other Problems (Paperback)
Abduhamid Dzhuraev
R1,813 Discovery Miles 18 130 Ships in 12 - 17 working days

This Monograph contains a collection of problems arising in partial differential equations investigated by means of complex analysis approached in elementary ways.

Introduction To The Calculus of Variations And Its Applications (Paperback, 2nd edition): Frederic Wan Introduction To The Calculus of Variations And Its Applications (Paperback, 2nd edition)
Frederic Wan
R1,921 Discovery Miles 19 210 Ships in 12 - 17 working days

This comprehensive text provides all information necessary for an introductory course on the calculus of variations and optimal control theory. Following a thorough discussion of the basic problem, including sufficient conditions for optimality, the theory and techniques are extended to problems with a free end point, a free boundary, auxiliary and inequality constraints, leading to a study of optimal control theory.

Nonlinear Parabolic Equations and Hyperbolic-Parabolic Coupled Systems (Paperback): Song-Mu Zheng Nonlinear Parabolic Equations and Hyperbolic-Parabolic Coupled Systems (Paperback)
Song-Mu Zheng
R1,805 Discovery Miles 18 050 Ships in 12 - 17 working days

This monograph is devoted to the global existence, uniqueness and asymptotic behaviour of smooth solutions to both initial value problems and initial boundary value problems for nonlinear parabolic equations and hyperbolic parabolic coupled systems. Most of the material is based on recent research carried out by the author and his collaborators. The book can be divided into two parts. In the first part, the results on decay of solutions to nonlinear parabolic equations and hyperbolic parabolic coupled systems are obtained, and a chapter is devoted to the global existence of small smooth solutions to fully nonlinear parabolic equations and quasilinear hyperbolic parabolic coupled systems. Applications of the results to nonlinear thermoelasticity and fluid dynamics are also shown. Some nonlinear parabolic equations and coupled systems arising from the study of phase transitions are investigated in the second part of the book. The global existence, uniqueness and asymptotic behaviour of smooth solutions with arbitrary initial data are obtained. The final chapter is further devoted to related topics: multiplicity of equilibria and the existence of a global attractor, inertial manifold and inertial set. A knowledge of partial differential equations and Sobolev spaces is assumed. As an aid to the reader, the related concepts and results are collected and the relevant references given in the first chapter. The work will be of interest to researchers and graduate students in pure and applied mathematics, mathematical physics and applied sciences.

Separation of Variables for Partial Differential Equations - An Eigenfunction Approach (Paperback): George Cain, Gunter H. Meyer Separation of Variables for Partial Differential Equations - An Eigenfunction Approach (Paperback)
George Cain, Gunter H. Meyer
R1,809 Discovery Miles 18 090 Ships in 12 - 17 working days

Separation of Variables for Partial Differential Equations: An Eigenfunction Approach includes many realistic applications beyond the usual model problems. The book concentrates on the method of separation of variables for partial differential equations, which remains an integral part of the training in applied mathematics. Beyond the usual model problems, the presentation includes a number of realistic applications that illustrate the power and usefulness of the ideas behind these techniques. This complete, self-contained book includes numerous exercises and error estimates, as well as a rigorous approximation and computational tool.

Complex Analysis - Conformal Inequalities and the Bieberbach Conjecture (Paperback): Prem K. Kythe Complex Analysis - Conformal Inequalities and the Bieberbach Conjecture (Paperback)
Prem K. Kythe
R1,968 Discovery Miles 19 680 Ships in 12 - 17 working days

Complex Analysis: Conformal Inequalities and the Bieberbach Conjecture discusses the mathematical analysis created around the Bieberbach conjecture, which is responsible for the development of many beautiful aspects of complex analysis, especially in the geometric-function theory of univalent functions. Assuming basic knowledge of complex analysis and differential equations, the book is suitable for graduate students engaged in analytical research on the topics and researchers working on related areas of complex analysis in one or more complex variables. The author first reviews the theory of analytic functions, univalent functions, and conformal mapping before covering various theorems related to the area principle and discussing Loewner theory. He then presents Schiffer's variation method, the bounds for the fourth and higher-order coefficients, various subclasses of univalent functions, generalized convexity and the class of -convex functions, and numerical estimates of the coefficient problem. The book goes on to summarize orthogonal polynomials, explore the de Branges theorem, and address current and emerging developments since the de Branges theorem.

Discrete and Continuous Fourier Transforms - Analysis, Applications and Fast Algorithms (Paperback): Eleanor Chu Discrete and Continuous Fourier Transforms - Analysis, Applications and Fast Algorithms (Paperback)
Eleanor Chu
R1,887 Discovery Miles 18 870 Ships in 12 - 17 working days

Long employed in electrical engineering, the discrete Fourier transform (DFT) is now applied in a range of fields through the use of digital computers and fast Fourier transform (FFT) algorithms. But to correctly interpret DFT results, it is essential to understand the core and tools of Fourier analysis. Discrete and Continuous Fourier Transforms: Analysis, Applications and Fast Algorithms presents the fundamentals of Fourier analysis and their deployment in signal processing using DFT and FFT algorithms. This accessible, self-contained book provides meaningful interpretations of essential formulas in the context of applications, building a solid foundation for the application of Fourier analysis in the many diverging and continuously evolving areas in digital signal processing enterprises. It comprehensively covers the DFT of windowed sequences, various discrete convolution algorithms and their applications in digital filtering and filters, and many FFT algorithms unified under the frameworks of mixed-radix FFTs and prime factor FFTs. A large number of graphical illustrations and worked examples help explain the concepts and relationships from the very beginning of the text. Requiring no prior knowledge of Fourier analysis or signal processing, this book supplies the basis for using FFT algorithms to compute the DFT in a variety of application areas.

Necessary Conditions for an Extremum (Paperback): B. N Pshenichny i Necessary Conditions for an Extremum (Paperback)
B. N Pshenichny i
R1,802 Discovery Miles 18 020 Ships in 12 - 17 working days

This book presents a theory of necessary conditions for an extremum, including formal conditions for an extremum and computational methods. It states the general results of the theory and shows how these results can be particularized to specific problems.

Advanced Calculus - An Introduction to Modem Analysis (Paperback): Voxman Advanced Calculus - An Introduction to Modem Analysis (Paperback)
Voxman
R2,016 Discovery Miles 20 160 Ships in 12 - 17 working days

Advanced Calculus: An Introduction to Modem Analysis, an advanced undergraduate textbook,provides mathematics majors, as well as students who need mathematics in their field of study,with an introduction to the theory and applications of elementary analysis. The text presents, inan accessible form, a carefully maintained balance between abstract concepts and applied results ofsignificance that serves to bridge the gap between the two- or three-cemester calculus sequence andsenior/graduate level courses in the theory and appplications of ordinary and partial differentialequations, complex variables, numerical methods, and measure and integration theory.The book focuses on topological concepts, such as compactness, connectedness, and metric spaces,and topics from analysis including Fourier series, numerical analysis, complex integration, generalizedfunctions, and Fourier and Laplace transforms. Applications from genetics, spring systems,enzyme transfer, and a thorough introduction to the classical vibrating string, heat transfer, andbrachistochrone problems illustrate this book's usefulness to the non-mathematics major. Extensiveproblem sets found throughout the book test the student's understanding of the topics andhelp develop the student's ability to handle more abstract mathematical ideas.Advanced Calculus: An Introduction to Modem Analysis is intended for junior- and senior-levelundergraduate students in mathematics, biology, engineering, physics, and other related disciplines.An excellent textbook for a one-year course in advanced calculus, the methods employed in thistext will increase students' mathematical maturity and prepare them solidly for senior/graduatelevel topics. The wealth of materials in the text allows the instructor to select topics that are ofspecial interest to the student. A two- or three ll?lester calculus sequence is required for successfuluse of this book.

Stochastic Analysis and Applications (Paperback): Mark A. Pinsky Stochastic Analysis and Applications (Paperback)
Mark A. Pinsky
R1,835 Discovery Miles 18 350 Ships in 12 - 17 working days

This volume attempts to exhibit current research in stochastic integration, stochastic differential equations, stochastic optimization and stochastic problems in physics and biology. It includes information on the theory of Dirichlet forms, Feynman integration and the Schrodinger's equation.

Parabolic Equations on an Infinite Strip (Paperback): Watson Parabolic Equations on an Infinite Strip (Paperback)
Watson
R1,900 Discovery Miles 19 000 Ships in 12 - 17 working days

This book focuses on solutions of second order, linear, parabolic, partial differentialequations on an infinite strip-emphasizing their integral representation, their initialvalues in several senses, and the relations between these.Parabolic Equations on an Infinite Strip provides valuable information-previously unavailable in a single volume-on such topics as semigroup property.. . the Cauchy problem ... Gauss-Weierstrass representation . .. initial limits .. .normal limits and related representation theorems ... hyperplane conditions .. .determination of the initial measure .. . and the maximum principle. It also exploresnew, unpublished results on parabolic limits . . . more general limits ... and solutionssatisfying LP conditions.Requiring only a fundamental knowledge of general analysis and measure theory, thisbook serves as an excellent text for graduate students studying partial differentialequations and harmonic analysis, as well as a useful reference for analysts interested inapplied measure theory, and specialists in partial differential equations.

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