Comprehensive Mathematics for Computer Scientists 2

Calculus and ODEs, Splines, Probability, Fourier and Wavelet Theory, Fractals and Neural Networks, Categories and Lambda Calculus

Author: Guerino Mazzola,Gérard Milmeister,Jody Weissmann

Publisher: Springer Science & Business Media

ISBN: 3540269371

Category: Computers

Page: 355

View: 4340

This second volume of a comprehensive tour through mathematical core subjects for computer scientists completes the ?rst volume in two - gards: Part III ?rst adds topology, di?erential, and integral calculus to the t- ics of sets, graphs, algebra, formal logic, machines, and linear geometry, of volume 1. With this spectrum of fundamentals in mathematical e- cation, young professionals should be able to successfully attack more involved subjects, which may be relevant to the computational sciences. In a second regard, the end of part III and part IV add a selection of more advanced topics. In view of the overwhelming variety of mathematical approaches in the computational sciences, any selection, even the most empirical, requires a methodological justi?cation. Our primary criterion has been the search for harmonization and optimization of thematic - versity and logical coherence. This is why we have, for instance, bundled such seemingly distant subjects as recursive constructions, ordinary d- ferential equations, and fractals under the unifying perspective of c- traction theory.

Calculus and ODEs

Author: David Pearson

Publisher: Butterworth-Heinemann

ISBN: 0340625309

Category: Mathematics

Page: 227

View: 3910

Professor Pearson's book starts with an introduction to the area and an explanation of the most commonly used functions. It then moves on through differentiation, special functions, derivatives, integrals and onto full differential equations. As with other books in the series the emphasis is on using worked examples and tutorial-based problem solving to gain the confidence of students.

Calculus and Ordinary Differential Equations

Author: David Pearson

Publisher: Elsevier

ISBN: 008092865X

Category: Mathematics

Page: 240

View: 2799

Professor Pearson's book starts with an introduction to the area and an explanation of the most commonly used functions. It then moves on through differentiation, special functions, derivatives, integrals and onto full differential equations. As with other books in the series the emphasis is on using worked examples and tutorial-based problem solving to gain the confidence of students.

Vector Calculus

Author: William Cox

Publisher: Butterworth-Heinemann

ISBN: 0080572952

Category: Mathematics

Page: 256

View: 4999

Building on previous texts in the Modular Mathematics series, in particular 'Vectors in Two or Three Dimensions' and 'Calculus and ODEs', this book introduces the student to the concept of vector calculus. It provides an overview of some of the key techniques as well as examining functions of more than one variable, including partial differentiation and multiple integration. Undergraduates who already have a basic understanding of calculus and vectors, will find this text provides tools with which to progress onto further studies; scientists who need an overview of higher order differential equations will find it a useful introduction and basic reference.

Ordinary Differential Equations

Methods and Applications

Author: W. T. Ang,Y. S. Park

Publisher: Universal-Publishers

ISBN: 1599429756

Category: Mathematics

Page: 204

View: 6536

This introductory course in ordinary differential equations, intended for junior undergraduate students in applied mathematics, science and engineering, focuses on methods of solution and applications rather than theoretical analyses. Applications drawn mainly from dynamics, population biology and electric circuit theory are used to show how ordinary differential equations appear in the formulation of problems in science and engineering. The calculus required to comprehend this course is rather elementary, involving differentiation, integration and power series representation of only real functions of one variable. A basic knowledge of complex numbers and their arithmetic is also assumed, so that elementary complex functions which can be used for working out easily the general solutions of certain ordinary differential equations can be introduced. The pre-requisites just mentioned aside, the course is mainly self-contained. To promote the use of this course for self-study, suggested solutions are not only given to all set exercises, but they are also by and large complete with details.

Variational Calculus, Optimal Control, and Applications

International Conference in Honour of L. Bittner and R. Klèotzler, Trassenheide, Germany, September 23-27, 1996

Author: Rolf Klötzler

Publisher: Springer Science & Business Media

ISBN: 9783764359065

Category: Mathematics

Page: 340

View: 1109

The 12th conference on "Variational Calculus, Optimal Control and Applications" took place September 23-27, 1996, in Trassenheide on the Baltic Sea island of Use­ dom. Seventy mathematicians from ten countries participated. The preceding eleven conferences, too, were held in places of natural beauty throughout West Pomerania; the first time, in 1972, in Zinnowitz, which is in the immediate area of Trassenheide. The conferences were founded, and led ten times, by Professor Bittner (Greifswald) and Professor KlCitzler (Leipzig), who both celebrated their 65th birthdays in 1996. The 12th conference in Trassenheide, was, therefore, also dedicated to L. Bittner and R. Klotzler. Both scientists made a lasting impression on control theory in the former GDR. Originally, the conferences served to promote the exchange of research results. In the first years, most of the lectures were theoretical, but in the last few conferences practical applications have been given more attention. Besides their pioneering theoretical works, both honorees have also always dealt with applications problems. L. Bittner has, for example, examined optimal control of nuclear reactors and associated safety aspects. Since 1992 he has been working on applications in optimal control in flight dynamics. R. Klotzler recently applied his results on optimal autobahn planning to the south tangent in Leipzig. The contributions published in these proceedings reflect the trend to practical problems; starting points are often questions from flight dynamics.

Optimal Control Applied to Biological Models

Author: Suzanne Lenhart,John T. Workman

Publisher: CRC Press

ISBN: 1420011413

Category: Mathematics

Page: 274

View: 9452

From economics and business to the biological sciences to physics and engineering, professionals successfully use the powerful mathematical tool of optimal control to make management and strategy decisions. Optimal Control Applied to Biological Models thoroughly develops the mathematical aspects of optimal control theory and provides insight into the application of this theory to biological models. Focusing on mathematical concepts, the book first examines the most basic problem for continuous time ordinary differential equations (ODEs) before discussing more complicated problems, such as variations of the initial conditions, imposed bounds on the control, multiple states and controls, linear dependence on the control, and free terminal time. In addition, the authors introduce the optimal control of discrete systems and of partial differential equations (PDEs). Featuring a user-friendly interface, the book contains fourteen interactive sections of various applications, including immunology and epidemic disease models, management decisions in harvesting, and resource allocation models. It also develops the underlying numerical methods of the applications and includes the MATLAB® codes on which the applications are based. Requiring only basic knowledge of multivariable calculus, simple ODEs, and mathematical models, this text shows how to adjust controls in biological systems in order to achieve proper outcomes.

Contributions to Algebraic Geometry

Impanga Lecture Notes

Author: Piotr Pragacz

Publisher: European Mathematical Society

ISBN: 9783037191149

Category: Mathematics

Page: 504

View: 4674

The articles in this volume cover a broad range of topics in algebraic geometry: classical varieties, linear system, birational geometry, Minimal Model Program, moduli spaces, toric varieties, enumerative theory of singularities, equivariant cohomology and arithmetic questions.

Introduction to Stochastic Calculus with Applications

Author: Fima C. Klebaner

Publisher: Imperial College Press

ISBN: 1860945554

Category: Mathematics

Page: 416

View: 415

This book presents a concise treatment of stochastic calculus and its applications. It gives a simple but rigorous treatment of the subject including a range of advanced topics, it is useful for practitioners who use advanced theoretical results. It covers advanced applications, such as models in mathematical finance, biology and engineering.Self-contained and unified in presentation, the book contains many solved examples and exercises. It may be used as a textbook by advanced undergraduates and graduate students in stochastic calculus and financial mathematics. It is also suitable for practitioners who wish to gain an understanding or working knowledge of the subject. For mathematicians, this book could be a first text on stochastic calculus; it is good companion to more advanced texts by a way of examples and exercises. For people from other fields, it provides a way to gain a working knowledge of stochastic calculus. It shows all readers the applications of stochastic calculus methods and takes readers to the technical level required in research and sophisticated modelling.This second edition contains a new chapter on bonds, interest rates and their options. New materials include more worked out examples in all chapters, best estimators, more results on change of time, change of measure, random measures, new results on exotic options, FX options, stochastic and implied volatility, models of the age-dependent branching process and the stochastic Lotka-Volterra model in biology, non-linear filtering in engineering and five new figures.Instructors can obtain slides of the text from the author.

Calculus for Cognitive Scientists

Higher Order Models and Their Analysis

Author: James K. Peterson

Publisher: Springer

ISBN: 9812878777

Category: Computers

Page: 556

View: 4765

This book offers a self-study program on how mathematics, computer science and science can be profitably and seamlessly intertwined. This book focuses on two variable ODE models, both linear and nonlinear, and highlights theoretical and computational tools using MATLAB to explain their solutions. It also shows how to solve cable models using separation of variables and the Fourier Series.

In Search of Elegance in the Theory and Practice of Computation

Essays dedicated to Peter Buneman

Author: Val Tannen,Limsoon Wong,Leonid Libkin,Wenfei Fan,Wang-Chiew Tan,Michael Fourman

Publisher: Springer

ISBN: 3642416608

Category: Computers

Page: 569

View: 6059

This Festschrift volume, published in honour of Peter Buneman, contains contributions written by some of his colleagues, former students, and friends. In celebration of his distinguished career a colloquium was held in Edinburgh, Scotland, 27-29 October, 2013. The articles presented herein belong to some of the many areas of Peter's research interests.

An Introduction to Partial Differential Equations

Author: Michael Renardy,Robert C. Rogers

Publisher: Springer Science & Business Media

ISBN: 0387216871

Category: Mathematics

Page: 434

View: 5918

Partial differential equations are fundamental to the modeling of natural phenomena. The desire to understand the solutions of these equations has always had a prominent place in the efforts of mathematicians and has inspired such diverse fields as complex function theory, functional analysis, and algebraic topology. This book, meant for a beginning graduate audience, provides a thorough introduction to partial differential equations.

Numerical Solution of Differential Equations

Author: Zhilin Li,Zhonghua Qiao,Tao Tang

Publisher: Cambridge University Press

ISBN: 1107163226

Category: Mathematics

Page: 293

View: 9767

A practical and concise guide to finite difference and finite element methods. Well-tested MATLAB® codes are available online.

Encyclopedia of Social and Cultural Anthropology

Author: Alan Barnard,Jonathan Spencer,Professor of the Anthropology of South Asia Jonathan Spencer

Publisher: Routledge

ISBN: 1135236410

Category: Reference

Page: 896

View: 5313

Written by leading scholars in the field, this comprehensive and readable resource gives anthropology students a unique guide to the ideas, arguments and history of the discipline. The fully revised and expanded second edition reflects major changes in anthropology in the past decade.

Comprehensive Mathematics For Computer Scientists 1

Sets And Numbers, Graphs And Algebra, Logic And Machines, Linear Geometry

Author: Guerino Mazzola,Gérard Milmeister,Jody Weissmann

Publisher: Springer Science & Business Media

ISBN: 9783540208358

Category: Computers

Page: 357

View: 4217

This is a comprehensive presentation of mathematics, which also includes special themes such as neural networks, Fourier theory, wavelets, numerical issues, statistics, categories, and manifolds. The material stresses a large number of core computer science subjects, such as a discussion of floating-point arithmetic and algorithms for data encoding. The book is complemented by an online university course, which covers the same theoretical content, however, in a totally different presentation. Readers can consult the online interface at any time, which offers applets and other interactive tools.

Numerical Methods for Ordinary Differential Equations

Initial Value Problems

Author: David F. Griffiths,Desmond J. Higham

Publisher: Springer Science & Business Media

ISBN: 9780857291486

Category: Mathematics

Page: 271

View: 8100

Numerical Methods for Ordinary Differential Equations is a self-contained introduction to a fundamental field of numerical analysis and scientific computation. Written for undergraduate students with a mathematical background, this book focuses on the analysis of numerical methods without losing sight of the practical nature of the subject. It covers the topics traditionally treated in a first course, but also highlights new and emerging themes. Chapters are broken down into `lecture' sized pieces, motivated and illustrated by numerous theoretical and computational examples. Over 200 exercises are provided and these are starred according to their degree of difficulty. Solutions to all exercises are available to authorized instructors. The book covers key foundation topics: o Taylor series methods o Runge--Kutta methods o Linear multistep methods o Convergence o Stability and a range of modern themes: o Adaptive stepsize selection o Long term dynamics o Modified equations o Geometric integration o Stochastic differential equations The prerequisite of a basic university-level calculus class is assumed, although appropriate background results are also summarized in appendices. A dedicated website for the book containing extra information can be found via www.springer.com

The Art of Modeling in Science and Engineering with Mathematica, Second Edition

Author: Diran Basmadjian,Ramin Farnood

Publisher: CRC Press

ISBN: 9781584884606

Category: Mathematics

Page: 509

View: 3486

Thoroughly revised and updated, The Art of Modeling in Science and Engineering with Mathematica®, Second Edition explores the mathematical tools and procedures used in modeling based on the laws of conservation of mass, energy, momentum, and electrical charge. The authors have culled and consolidated the best from the first edition and expanded the range of applied examples to reach a wider audience. The text proceeds, in measured steps, from simple models of real-world problems at the algebraic and ordinary differential equations (ODE) levels to more sophisticated models requiring partial differential equations. The traditional solution methods are supplemented with Mathematica , which is used throughout the text to arrive at solutions for many of the problems presented. The text is enlivened with a host of illustrations and practice problems drawn from classical and contemporary sources. They range from Thomson’s famous experiment to determine e/m and Euler’s model for the buckling of a strut to an analysis of the propagation of emissions and the performance of wind turbines. The mathematical tools required are first explained in separate chapters and then carried along throughout the text to solve and analyze the models. Commentaries at the end of each illustration draw attention to the pitfalls to be avoided and, perhaps most important, alert the reader to unexpected results that defy conventional wisdom. These features and more make the book the perfect tool for resolving three common difficulties: the proper choice of model, the absence of precise solutions, and the need to make suitable simplifying assumptions and approximations. The book covers a wide range of physical processes and phenomena drawn from various disciplines and clearly illuminates the link between the physical system being modeled and the mathematical expression that results.