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/Title (Read Online Linear Algebra David Poole Solutions ? - blog.payboy.biz)
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/Keywords (Download File PDF Read Online Linear Algebra David Poole Solutions ? - blog.payboy.biz)
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BT 34.016 514.330 Td /F1 28.5 Tf [(Linear Algebra David )] TJ ET
BT 34.016 479.532 Td /F1 28.5 Tf [(Poole Solutions)] TJ ET
BT 34.016 425.308 Td /F1 14.2 Tf [(Right here, we have countless ebook )] TJ ET
BT 271.634 425.308 Td /F1 14.2 Tf [(Linear Algebra )] TJ ET
BT 34.016 407.909 Td /F1 14.2 Tf [(David Poole Solutions)] TJ ET
BT 173.409 407.909 Td /F1 14.2 Tf [( and collections to check out. )] TJ ET
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BT 34.016 373.110 Td /F1 14.2 Tf [(the books to browse. The adequate book, fiction, )] TJ ET
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BT 34.016 320.912 Td /F1 14.2 Tf [(here. )] TJ ET
BT 34.016 286.413 Td /F1 14.2 Tf [(As this Linear Algebra David Poole Solutions, it ends )] TJ ET
BT 34.016 269.014 Td /F1 14.2 Tf [(occurring physical one of the favored books Linear )] TJ ET
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BT 34.016 153.817 Td /F1 14.2 Tf [(Numerical Methods)] TJ ET
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BT 156.751 153.817 Td /F1 14.2 Tf [( Anne Greenbaum 2012-04-01 A )] TJ ET
BT 34.016 136.418 Td /F1 14.2 Tf [(rigorous and comprehensive introduction to numerical )] TJ ET
BT 34.016 119.018 Td /F1 14.2 Tf [(analysis Numerical Methods provides a clear and )] TJ ET
BT 34.016 101.619 Td /F1 14.2 Tf [(concise exploration of standard numerical analysis )] TJ ET
BT 34.016 84.220 Td /F1 14.2 Tf [(topics, as well as nontraditional ones, including )] TJ ET
BT 34.016 66.821 Td /F1 14.2 Tf [(mathematical modeling, Monte Carlo methods, Markov )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(chains, and fractals. Filled with appealing examples )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(that will motivate students, the textbook considers )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(modern application areas, such as information retrieval )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(and animation, and classical topics from physics and )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(engineering. Exercises use MATLAB and promote )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(understanding of computational results. The book )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(gives instructors the flexibility to emphasize different )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(aspects—design, analysis, or computer )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(implementation—of numerical algorithms, depending )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(on the background and interests of students. Designed )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(for upper-division undergraduates in mathematics or )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(computer science classes, the textbook assumes that )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(students have prior knowledge of linear algebra and )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(calculus, although these topics are reviewed in the )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(text. Short discussions of the history of numerical )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(methods are interspersed throughout the chapters. )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(The book also includes polynomial interpolation at )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(Chebyshev points, use of the MATLAB package )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(Chebfun, and a section on the fast Fourier transform. )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(Supplementary materials are available online. Clear )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(and concise exposition of standard numerical analysis )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(topics Explores nontraditional topics, such as )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(mathematical modeling and Monte Carlo methods )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(Covers modern applications, including information )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(retrieval and animation, and classical applications from )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(physics and engineering Promotes understanding of )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(computational results through MATLAB exercises )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(Provides flexibility so instructors can emphasize )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(mathematical or applied/computational aspects of )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(numerical methods or a combination Includes recent )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(results on polynomial interpolation at Chebyshev )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(points and use of the MATLAB package Chebfun Short )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(discussions of the history of numerical methods )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(interspersed throughout Supplementary materials )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(available online)] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(Introduction to Linear Algebra)] TJ ET
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34.016 440.598 m 220.947 440.598 l S
BT 220.947 442.949 Td /F1 14.2 Tf [( Gilbert Strang 1993 )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(Book Description: Gilbert Strang's textbooks have )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(changed the entire approach to learning linear )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(algebra -- away from abstract vector spaces to specific )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(examples of the four fundamental subspaces: the )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(column space and nullspace of A and A'. Introduction )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(to Linear Algebra, Fourth Edition includes challenge )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(problems to complement the review problems that )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(have been highly praised in previous editions. The )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(basic course is followed by seven applications: )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(differential equations, engineering, graph theory, )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(statistics, Fourier methods and the FFT, linear )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(programming, and computer graphics. Thousands of )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(teachers in colleges and universities and now high )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(schools are using this book, which truly explains this )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(crucial subject.)] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(Precalculus)] TJ ET
BT 107.660 164.561 Td /F1 14.2 Tf [( Sheldon Axler 2017-08-21 Sheldon Axler's )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(Precalculus: A Prelude to Calculus, 3rd Edition )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(focuses only on topics that students actually need to )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(succeed in calculus. This book is geared towards )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(courses with intermediate algebra prerequisites and it )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(does not assume that students remember any )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(trigonometry. It covers topics such as inverse )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(functions, logarithms, half-life and exponential growth, )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(area, e, the exponential function, the natural logarithm )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(and trigonometry.)] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(Student Solutions Manual for Strang's Linear Algebra )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(and Its Applications)] TJ ET
BT 157.577 477.748 Td /F1 14.2 Tf [( Gilbert Strang 2005-07 Includes )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(detailed step-by-step solutions to selected odd-)] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(numbered problems.)] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(Linear Algebra)] TJ ET
BT 126.683 425.550 Td /F1 14.2 Tf [( Jim Hefferon 2015 "This text covers a )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(standard first course : Gauss's method, vector spaces, )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(linear maps and matrices, determinants, and )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(eigenvalues and eigenvectors. In addition, each )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(chapter ends with some topics such as brief )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(applications. What sets it apart is careful motivation, )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(many examples, and extensive exercise sets. )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(Together these help each student master the material )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(of this course, and also help an instructor develop that )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(student's level of mathematical maturity. This book has )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(been available online for many years and is widely )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(used, both in classrooms and for self-study. It is )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(supported by worked answers for all exercises, )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(beamer slides for classroom use, and a lab manual of )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(computer work"--Page 4 of cover.)] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(A Concrete Introduction to Higher Algebra)] TJ ET
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34.016 162.210 m 298.553 162.210 l S
BT 298.553 164.561 Td /F1 14.2 Tf [( Lindsay )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(Childs 2012-12-06 This book is written as an )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(introduction to higher algebra for students with a )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(background of a year of calculus. The book developed )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(out of a set of notes for a sophomore-junior level )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(course at the State University of New York at Albany )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(entitled Classical Algebra. In the 1950s and before, it )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(was customary for the first course in algebra to be a )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(course in the theory of equations, consisting of a study )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(of polynomials over the complex, real, and rational )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(numbers, and, to a lesser extent, linear algebra from )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(the point of view of systems of equations. Abstract )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(algebra, that is, the study of groups, rings, and fields, )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(usually followed such a course. In recent years the )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(theory of equations course has disappeared. Without )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(it, students entering abstract algebra courses tend to )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(lack the experience in the algebraic theory of the basic )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(classical examples of the integers and polynomials )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(necessary for understanding, and more importantly, for )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(ap preciating the formalism. To meet this problem, )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(several texts have recently appeared introducing )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(algebra through number theory.)] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(More Games of No Chance)] TJ ET
BT 207.452 286.356 Td /F1 14.2 Tf [( Richard Nowakowski 2002-)] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(11-25 This 2003 book documents mathematical and )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(computational advances in Amazons, Chomp, Dot-and-)] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(Boxes, Go, Chess, Hex, and more.)] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(Contemporary Abstract Algebra)] TJ ET
BT 233.587 216.759 Td /F1 14.2 Tf [( Joseph Gallian 2016-)] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(01-01 CONTEMPORARY ABSTRACT ALGEBRA, )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(NINTH EDITION provides a solid introduction to the )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(traditional topics in abstract algebra while conveying to )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(students that it is a contemporary subject used daily by )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(working mathematicians, computer scientists, )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(physicists, and chemists. The text includes numerous )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(figures, tables, photographs, charts, biographies, )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(computer exercises, and suggested readings giving )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(the subject a current feel which makes the content )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(interesting and relevant for students. Important Notice: )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(Media content referenced within the product )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(description or the product text may not be available in )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(the ebook version.)] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(Multivariable Calculus)] TJ ET
BT 172.583 477.748 Td /F1 14.2 Tf [( James Stewart 2011-01-01 )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(James Stewart's CALCULUS texts are widely )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(renowned for their mathematical precision and )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(accuracy, clarity of exposition, and outstanding )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(examples and problem sets. Millions of students )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(worldwide have explored calculus through Stewart's )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(trademark style, while instructors have turned to his )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(approach time and time again. In the Seventh Edition )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(of MULTIVARIABLE CALCULUS, Stewart continues to )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(set the standard for the course while adding carefully )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(revised content. The patient explanations, superb )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(exercises, focus on problem solving, and carefully )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(graded problem sets that have made Stewart's texts )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(best-sellers continue to provide a strong foundation for )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(the Seventh Edition. From the most unprepared )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(student to the most mathematically gifted, Stewart's )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(writing and presentation serve to enhance )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(understanding and build confidence. Important Notice: )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(Media content referenced within the product )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(description or the product text may not be available in )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(the ebook version.)] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(Linear Algebra For Dummies)] TJ ET
BT 216.145 112.364 Td /F1 14.2 Tf [( Mary Jane Sterling 2009-)] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(06-05 Learn to: Solve linear algebra equations in )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(several ways Put data in order with matrices )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(Determine values with determinants Work with )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(eigenvalues and eigenvectors Your hands-on guide to )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(real-world applications of linear algebra Does linear )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(algebra leave you feeling lost? No worries —this easy-)] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(to-follow guide explains the how and the why of solving )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(linear algebra problems in plain English. From )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(matrices to vector spaces to linear transformations, )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(you'll understand the key concepts and see how they )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(relate to everything from genetics to nutrition to )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(spotted owl extinction. Line up the basics — discover )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(several different approaches to organizing numbers )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(and equations, and solve systems of equations )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(algebraically or with matrices Relate vectors and linear )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(transformations — link vectors and matrices with linear )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(combinations and seek solutions of homogeneous )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(systems Evaluate determinants — see how to perform )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(the determinant function on different sizes of matrices )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(and take advantage of Cramer's rule Hone your skills )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(with vector spaces — determine the properties of )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(vector spaces and their subspaces and see linear )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(transformation in action Tackle eigenvalues and )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(eigenvectors — define and solve for eigenvalues and )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(eigenvectors and understand how they interact with )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(specific matrices Open the book and find: Theoretical )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(and practical ways of solving linear algebra problems )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(Definitions of terms throughout and in the glossary )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(New ways of looking at operations How linear algebra )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(ties together vectors, matrices, determinants, and )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(linear transformations Ten common mathematical )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(representations of Greek letters Real-world )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(applications of matrices and determinants)] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(Local Networks)] TJ ET
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34.016 527.594 m 131.414 527.594 l S
BT 131.414 529.946 Td /F1 14.2 Tf [( William Stallings 1987 Computer )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(Systems Organization -- Computer-Communication )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(Networks.)] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(Linear Algebra)] TJ ET
BT 126.683 477.748 Td /F1 14.2 Tf [( David Poole 2005 David Poole's )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(innovative book emphasizes vectors and geometric )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(intuition from the start and better prepares students to )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(make the transition from the computational aspects of )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(the course to the theoretical. Poole covers vectors and )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(vector geometry first to enable students to visualize )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(the mathematics while they are doing matrix )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(operations. With a concrete understanding of vector )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(geometry, students are able to visualize and )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(understand the meaning of the calculations that they )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(will encounter. By seeing the mathematics and )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(understanding the underlying geometry, students )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(develop mathematical maturity and can think abstractly )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(when they reach vector spaces. Throughout the text, )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(Poole's direct conversational writing style connects )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(with students, and an abundant selection of )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(applications from a broad range of disciplines clearly )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(demonstrates the relevance of linear algebra.)] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(Advanced Engineering Mathematics)] TJ ET
BT 262.115 164.561 Td /F1 14.2 Tf [( Dennis Zill 2011 )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(Accompanying CD-ROM contains ... "a chapter on )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(engineering statistics and probability / by N. Bali, M. )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(Goyal, and C. Watkins."--CD-ROM label.)] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(No Bullshit Guide to Linear Algebra)] TJ ET
BT 256.572 94.964 Td /F1 14.2 Tf [( Ivan Savov 2020-)] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(10-25 This textbook covers the material for an )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(undergraduate linear algebra course: vectors, )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(matrices, linear transformations, computational )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(techniques, geometric constructions, and theoretical )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(foundations. The explanations are given in an informal )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(conversational tone. The book also contains 100+ )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(problems and exercises with answers and solutions. A )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(special feature of this textbook is the prerequisites )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(chapter that covers topics from high school math, )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(which are necessary for learning linear algebra. The )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(presence of this chapter makes the book suitable for )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(beginners and the general audience-readers need not )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(be math experts to read this book. Another unique )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(aspect of the book are the applications chapters \(Ch 7, )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(8, and 9\) that discuss applications of linear algebra to )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(engineering, computer science, economics, chemistry, )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(machine learning, and even quantum mechanics.)] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(Advanced Engineering Mathematics)] TJ ET
BT 262.115 286.356 Td /F1 14.2 Tf [( Dennis G. Zill )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(2006 Thoroughly Updated, Zill'S Advanced )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(Engineering Mathematics, Third Edition Is A )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(Compendium Of Many Mathematical Topics For )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(Students Planning A Career In Engineering Or The )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(Sciences. A Key Strength Of This Text Is Zill'S )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(Emphasis On Differential Equations As Mathematical )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(Models, Discussing The Constructs And Pitfalls Of )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(Each. The Third Edition Is Comprehensive, Yet )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(Flexible, To Meet The Unique Needs Of Various )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(Course Offerings Ranging From Ordinary Differential )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(Equations To Vector Calculus. Numerous New )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(Projects Contributed By Esteemed Mathematicians )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(Have Been Added. Key Features O The Entire Text )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(Has Been Modernized To Prepare Engineers And )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(Scientists With The Mathematical Skills Required To )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(Meet Current Technological Challenges. O The New )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(Larger Trim Size And 2-Color Design Make The Text A )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(Pleasure To Read And Learn From. O Numerous )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(NEW Engineering And Science Projects Contributed )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(By Top Mathematicians Have Been Added, And Are )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(Tied To Key Mathematical Topics In The Text. O )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(Divided Into Five Major Parts, The Text'S Flexibility )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(Allows Instructors To Customize The Text To Fit Their )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(Needs. The First Eight Chapters Are Ideal For A )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(Complete Short Course In Ordinary Differential )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(Equations. O The Gram-Schmidt Orthogonalization )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(Process Has Been Added In Chapter 7 And Is Used In )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(Subsequent Chapters. O All Figures Now Have )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(Explanatory Captions. Supplements O Complete )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(Instructor'S Solutions: Includes All Solutions To The )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(Exercises Found In The Text. Powerpoint Lecture )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(Slides And Additional Instructor'S Resources Are )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(Available Online. O Student Solutions To Accompany )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(Advanced Engineering Mathematics, Third Edition: )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(This Student Supplement Contains The Answers To )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(Every Third Problem In The Textbook, Allowing )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(Students To Assess Their Progress And Review Key )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(Ideas And Concepts Discussed Throughout The Text. )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(ISBN: 0-7637-4095-0)] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(Iterative Methods for Sparse Linear Systems)] TJ ET
BT 315.168 94.964 Td /F1 14.2 Tf [( Yousef )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(Saad 2003-04-01 Mathematics of Computing -- )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(General.)] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(Introduction to Computational Linear Algebra)] TJ ET
BT 316.778 529.946 Td /F1 14.2 Tf [( Nabil )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(Nassif 2015-06-24 Teach Your Students Both the )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(Mathematics of Numerical Methods and the Art of )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(Computer ProgrammingIntroduction to Computational )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(Linear Algebra presents classroom-tested material on )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(computational linear algebra and its application to )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(numerical solutions of partial and ordinary differential )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(equations. The book is designed for senior )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(undergraduate stud)] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(Essential Mathematics for Political and Social )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(Research)] TJ ET
BT 94.991 355.953 Td /F1 14.2 Tf [( Jeff Gill 2006-04-24 This 2006 book )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(addresses the comprehensive introduction to the )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(mathematical principles needed by modern social )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(scientists.)] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(Linear Algebra and Its Applications)] TJ ET
BT 254.207 286.356 Td /F1 14.2 Tf [( David C. Lay 2013-)] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(07-29 NOTE: This edition features the same content )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(as the traditional text in a convenient, three-hole-)] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(punched, loose-leaf version. Books a la Carte also )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(offer a great value--this format costs significantly less )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(than a new textbook. Before purchasing, check with )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(your instructor or review your course syllabus to )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(ensure that you select the correct ISBN. Several )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(versions of Pearson's MyLab & Mastering products )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(exist for each title, including customized versions for )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(individual schools, and registrations are not )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(transferable. In addition, you may need a CourseID, )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(provided by your instructor, to register for and use )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(Pearson's MyLab & Mastering products. )] TJ ET
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BT 34.016 529.946 Td /F1 14.2 Tf [(package includes MyMathLab\(R\). With traditional )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(linear algebra texts, the course is relatively easy for )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(students during the early stages as material is )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(presented in a familiar, concrete setting. However, )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(when abstract concepts are introduced, students often )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(hit a wall. Instructors seem to agree that certain )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(concepts \(such as linear independence, spanning, )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(subspace, vector space, and linear transformations\) )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(are not easily understood and require time to )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(assimilate. These concepts are fundamental to the )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(study of linear algebra, so students' understanding of )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(them is vital to mastering the subject. This text makes )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(these concepts more accessible by introducing them )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(early in a familiar, concrete "Rn" setting, developing )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(them gradually, and returning to them throughout the )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(text so that when they are discussed in the abstract, )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(students are readily able to understand. Personalize )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(learning with MyMathLabMyMathLab is an online )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(homework, tutorial, and assessment program designed )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(to work with this text to engage students and improve )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(results. MyMathLab includes assignable algorithmic )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(exercises, the complete eBook, interactive figures, )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(tools to personalize learning, and more.)] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(Linear Algebra)] TJ ET
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34.016 127.412 m 126.683 127.412 l S
BT 126.683 129.763 Td /F1 14.2 Tf [( Kuldeep Singh 2013-10 "This book is )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(intended for first- and second-year undergraduates )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(arriving with average mathematics grades ... The )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(strength of the text is in the large number of examples )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(and the step-by-step explanation of each topic as it is )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(introduced. It is compiled in a way that allows distance )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(learning, with explicit solutions to all of the set )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(problems freely available online )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(http://www.oup.co.uk/companion/singh" -- From )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(preface.)] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(Field and Wave Electromagnetics)] TJ ET
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34.016 457.997 m 246.255 457.997 l S
BT 246.255 460.349 Td /F1 14.2 Tf [( Cheng 1989-09 )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(A University Algebra)] TJ ET
BT 163.092 442.949 Td /F1 14.2 Tf [( Dudley Ernest Littlewood 1970 )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(Student Solutions Manual for Linear Algebra with )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(Applications)] TJ ET
BT 110.837 408.151 Td /F1 14.2 Tf [( Otto Bretscher 2013-05-14 This manual )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(contains completely worked-out solutions for all the )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(odd-numbered exercises in the text.)] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(Mastering Linear Algebra)] TJ ET
BT 193.202 355.953 Td /F1 14.2 Tf [( Francis Su 2019-03-20 )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(Linear Algebra: A Modern Introduction)] TJ ET
BT 274.798 338.554 Td /F1 14.2 Tf [( David Poole )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(2014-03-19 David Poole's innovative LINEAR )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(ALGEBRA: A MODERN INTRODUCTION, 4e )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(emphasizes a vectors approach and better prepares )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(students to make the transition from computational to )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(theoretical mathematics. Balancing theory and )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(applications, the book is written in a conversational )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(style and combines a traditional presentation with a )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(focus on student-centered learning. Theoretical, )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(computational, and applied topics are presented in a )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(flexible yet integrated way. Stressing geometric )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(understanding before computational techniques, )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(vectors and vector geometry are introduced early to )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(help students visualize concepts and develop )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(mathematical maturity for abstract thinking. )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(Additionally, the book includes ample applications )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(drawn from a variety of disciplines, which reinforce the )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(fact that linear algebra is a valuable tool for modeling )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(real-life problems. Important Notice: Media content )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(referenced within the product description or the )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(product text may not be available in the ebook version.)] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(Linear Algebra)] TJ ET
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34.016 475.397 m 126.683 475.397 l S
BT 126.683 477.748 Td /F1 14.2 Tf [( David Poole 2011 David Poole's )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(innovative book prepares students to make the )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(transition from the computational aspects of the course )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(to the theoretical by emphasizing vectors and )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(geometric intuition from the start. Designed for a one- )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(or two-semester introductory course and written in )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(simple, "mathematical English" the book presents )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(interesting examples before abstraction. This )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(immediately follows up theoretical discussion with )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(further examples and a variety of applications drawn )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(from a number of disciplines, which reinforces the )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(practical utility of the math, and helps students from a )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(variety of backgrounds and learning styles stay )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(connected to the concepts they are learning. Poole's )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(approach helps students succeed in this course by )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(learning vectors and vector geometry first in order to )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(visualize and understand the meaning of the )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(calculations that they will encounter and develop )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(mathematical maturity for thinking abstractly.)] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(Linear Algebra And Its Applications)] TJ ET
BT 255.788 147.162 Td /F1 14.2 Tf [( Tzuong-tsieng )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(Moh 2020-10-21 From Tzuong-Tsieng Moh, a )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(seasoned expert in algebra, comes a new book for )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(students to better understand linear algebra. Writing )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(from an experienced standpoint, Moh covers the many )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(standard aspects comprising linear algebra, such as )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(echelon forms, matrix algebra, linear transformations, )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(and more. Moh further includes several advanced )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(topics and applications, as well as self-correcting )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(codes, Heisenberg's uncertainty principle, Maxwell's )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(equations in relativity form, Google's search engine, )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(and the theory of finitely generated modules over a )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(PID. This book is ideal for both newcomers and )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(experienced readers who want to attain a deeper )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(understanding on both the basics and advanced topics )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(of linear algebra and its vast applications. The wide )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(range of topics combined with the depth of each )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(discussion make it essential to be on the shelf of every )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(mathematical beginner and enthusiast.)] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(Orthogonal Sets and Polar Methods in Linear Algebra)] TJ ET
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BT 34.016 303.755 Td /F1 14.2 Tf [(Enrique Castillo 2011-10-14 A unique, applied )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(approach to problem solving in linearalgebra Departing )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(from the standard methods of analysis, this unique )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(bookpresents methodologies and algorithms based on )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(the concept oforthogonality and demonstrates their )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(application to both standardand novel problems in )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(linear algebra. Covering basic theory oflinear systems, )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(linear inequalities, and linear programming, itfocuses )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(on elegant, computationally simple solutions to real-)] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(worldphysical, economic, and engineering problems. )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(The authors clearlyexplain the reasons behind the )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(analysis of different structures andconcepts and use )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(numerous illustrative examples to correlate )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(themathematical models to the reality they represent. )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(Readers aregiven precise guidelines for: * Checking )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(the equivalence of two systems * Solving a system in )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(certain selected variables * Modifying systems of )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(equations * Solving linear systems of inequalities * )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(Using the new exterior point method * Modifying a )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(linear programming problem With few prerequisites, )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(but with plenty of figures and tables,end-of-chapter )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(exercises as well as Java and Mathematica )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(programsavailable from the authors' Web site, this is )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(an invaluabletext/reference for mathematicians, )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(engineers, applied scientists,and graduate students in )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(mathematics.)] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(Linear Algebra Math 152 and Math 200)] TJ ET
BT 281.153 355.953 Td /F1 14.2 Tf [( David Poole )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(2012 )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(Linear Algebra)] TJ ET
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34.016 318.803 m 126.683 318.803 l S
BT 126.683 321.155 Td /F1 14.2 Tf [( Georgi? Evgen?evich Shilov 1977-06-)] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(01 Covers determinants, linear spaces, systems of )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(linear equations, linear functions of a vector argument, )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(coordinate transformations, the canonical form of the )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(matrix of a linear operator, bilinear and quadratic )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(forms, Euclidean spaces, unitary spaces, quadratic )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(forms in Euclidean and unitary spaces, finite-)] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(dimensional space. Problems with hints and answers.)] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(2015 Coding Workbook for the Physician's Office)] TJ ET
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34.016 179.609 m 343.241 179.609 l S
BT 343.241 181.961 Td /F1 14.2 Tf [( Alice )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(Covell 2015-01-29 Succinct, accurate, and flexible, )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(2015 CODING WORKBOOK FOR THE PHYSICIAN’S )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(OFFICE is the ideal coding practice tool. Whether you )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(are preparing for a certification exam, the approaching )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(transition to ICD-10-CM, or improving your medical )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(coding abilities, this workbook will help you achieve )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(your goal. Designed to quickly boost coding )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(proficiency, 2015 CODING WORKBOOK FOR THE )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(PHYSICIAN’S OFFICE presents you with certification-)] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(style questions, challenging critical-thinking scenarios, )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(and a variety of exercises to keep your skills sharp. )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(Includes CEUs from the AAPC. Important Notice: )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(Media content referenced within the product )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(description or the product text may not be available in )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(the ebook version.)] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(Deep Learning)] TJ ET
BT 127.481 408.151 Td /F1 14.2 Tf [( Ian Goodfellow 2016-11-10 An )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(introduction to a broad range of topics in deep )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(learning, covering mathematical and conceptual )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(background, deep learning techniques used in )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(industry, and research perspectives. “Written by three )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(experts in the field, Deep Learning is the only )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(comprehensive book on the subject.” —Elon Musk, )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(cochair of OpenAI; cofounder and CEO of Tesla and )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(SpaceX Deep learning is a form of machine learning )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(that enables computers to learn from experience and )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(understand the world in terms of a hierarchy of )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(concepts. Because the computer gathers knowledge )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(from experience, there is no need for a human )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(computer operator to formally specify all the )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(knowledge that the computer needs. The hierarchy of )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(concepts allows the computer to learn complicated )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(concepts by building them out of simpler ones; a graph )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(of these hierarchies would be many layers deep. This )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(book introduces a broad range of topics in deep )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(learning. The text offers mathematical and conceptual )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(background, covering relevant concepts in linear )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(algebra, probability theory and information theory, )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(numerical computation, and machine learning. It )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(describes deep learning techniques used by )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(practitioners in industry, including deep feedforward )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(networks, regularization, optimization algorithms, )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(convolutional networks, sequence modeling, and )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(practical methodology; and it surveys such )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(applications as natural language processing, speech )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(recognition, computer vision, online recommendation )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(systems, bioinformatics, and videogames. Finally, the )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(book offers research perspectives, covering such )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(theoretical topics as linear factor models, )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(autoencoders, representation learning, structured )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(probabilistic models, Monte Carlo methods, the )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(partition function, approximate inference, and deep )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(generative models. Deep Learning can be used by )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(undergraduate or graduate students planning careers )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(in either industry or research, and by software )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(engineers who want to begin using deep learning in )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(their products or platforms. A website offers )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(supplementary material for both readers and )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(instructors.)] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(Student Solutions Manual, Linear Algebra--a Modern )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(Introduction, David Poole, [3rd Ed.])] TJ ET
BT 255.005 147.162 Td /F1 14.2 Tf [( Robert Rogers )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(2012 )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(Quantum Dots)] TJ ET
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34.016 110.012 m 125.885 110.012 l S
BT 125.885 112.364 Td /F1 14.2 Tf [( Alexander Tartakovskii 2012-07-19 A )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(comprehensive review of cutting-edge solid state )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(research, focusing on quantum dot nanostructures, for )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(graduate students and researchers.)] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(Statistical Relational Artificial Intelligence)] TJ ET
BT 292.183 529.946 Td /F1 14.2 Tf [( Luc De )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(Raedt 2016-03-24 An intelligent agent interacting with )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(the real world will encounter individual people, )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(courses, test results, drugs prescriptions, chairs, )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(boxes, etc., and needs to reason about properties of )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(these individuals and relations among them as well as )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(cope with uncertainty. Uncertainty has been studied in )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(probability theory and graphical models, and relations )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(have been studied in logic, in particular in the )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(predicate calculus and its extensions. This book )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(examines the foundations of combining logic and )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(probability into what are called relational probabilistic )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(models. It introduces representations, inference, and )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(learning techniques for probability, logic, and their )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(combinations. The book focuses on two )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(representations in detail: Markov logic networks, a )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(relational extension of undirected graphical models )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(and weighted first-order predicate calculus formula, )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(and Problog, a probabilistic extension of logic )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(programs that can also be viewed as a Turing-)] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(complete relational extension of Bayesian networks.)] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(Optimization and Dynamical Systems)] TJ ET
0.285 w 0 J [ ] 0 d
34.016 162.210 m 269.996 162.210 l S
BT 269.996 164.561 Td /F1 14.2 Tf [( Uwe Helmke )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(2012-12-06 This work is aimed at mathematics and )] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(engineering graduate students and researchers in the )] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(areas of optimization, dynamical systems, control sys )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(tems, signal processing, and linear algebra. The )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(motivation for the results developed here arises from )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(advanced engineering applications and the emer )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(gence of highly parallel computing machines for )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(tackling such applications. The problems solved are )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(those of linear algebra and linear systems the ory, and )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(include such topics as diagonalizing a symmetric )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(matrix, singular value decomposition, balanced )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(realizations, linear programming, sensitivity )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(minimization, and eigenvalue assignment by feedback )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(control. The tools are those, not only of linear algebra )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(and systems theory, but also of differential geometry. )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(The problems are solved via dynamical sys tems )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(implementation, either in continuous time or discrete )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(time , which is ideally suited to distributed parallel )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(processing. The problems tackled are indirectly or )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(directly concerned with dynamical systems )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(themselves, so there is feedback in that dynamical )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(systems are used to understand and optimize )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(dynamical systems. One key to the new research )] TJ ET
BT 34.016 251.558 Td /F1 14.2 Tf [(results has been the recent discovery of rather deep )] TJ ET
BT 34.016 234.158 Td /F1 14.2 Tf [(existence and uniqueness results for the solution of )] TJ ET
BT 34.016 216.759 Td /F1 14.2 Tf [(certain matrix least squares optimization problems in )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(geomet ric invariant theory. These problems, as well )] TJ ET
BT 34.016 181.961 Td /F1 14.2 Tf [(as many other optimization problems arising in linear )] TJ ET
BT 34.016 164.561 Td /F1 14.2 Tf [(algebra and systems theory, do not always admit )] TJ ET
BT 34.016 147.162 Td /F1 14.2 Tf [(solutions which can be found by algebraic methods.)] TJ ET
BT 34.016 129.763 Td /F1 14.2 Tf [(Nonnegative Matrix Factorization)] TJ ET
BT 242.294 129.763 Td /F1 14.2 Tf [( Nicolas Gillis 2020-)] TJ ET
BT 34.016 112.364 Td /F1 14.2 Tf [(12-18 Nonnegative matrix factorization \(NMF\) in its )] TJ ET
BT 34.016 94.964 Td /F1 14.2 Tf [(modern form has become a standard tool in the )] TJ ET
BT 34.016 77.565 Td /F1 14.2 Tf [(analysis of high-dimensional data sets. This book )] TJ ET
BT 34.016 60.166 Td /F1 14.2 Tf [(provides a comprehensive and up-to-date account of )] TJ ET
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BT 34.016 547.345 Td /F1 14.2 Tf [(the most important aspects of the NMF problem and is )] TJ ET
BT 34.016 529.946 Td /F1 14.2 Tf [(the first to detail its theoretical aspects, including )] TJ ET
BT 34.016 512.546 Td /F1 14.2 Tf [(geometric interpretation, nonnegative rank, complexity, )] TJ ET
BT 34.016 495.147 Td /F1 14.2 Tf [(and uniqueness. It explains why understanding these )] TJ ET
BT 34.016 477.748 Td /F1 14.2 Tf [(theoretical insights is key to using this computational )] TJ ET
BT 34.016 460.349 Td /F1 14.2 Tf [(tool effectively and meaningfully. Nonnegative Matrix )] TJ ET
BT 34.016 442.949 Td /F1 14.2 Tf [(Factorization is accessible to a wide audience and is )] TJ ET
BT 34.016 425.550 Td /F1 14.2 Tf [(ideal for anyone interested in the workings of NMF. It )] TJ ET
BT 34.016 408.151 Td /F1 14.2 Tf [(discusses some new results on the nonnegative rank )] TJ ET
BT 34.016 390.752 Td /F1 14.2 Tf [(and the identifiability of NMF and makes available )] TJ ET
BT 34.016 373.352 Td /F1 14.2 Tf [(MATLAB codes for readers to run the numerical )] TJ ET
BT 34.016 355.953 Td /F1 14.2 Tf [(examples presented in the book. Graduate students )] TJ ET
BT 34.016 338.554 Td /F1 14.2 Tf [(starting to work on NMF and researchers interested in )] TJ ET
BT 34.016 321.155 Td /F1 14.2 Tf [(better understanding the NMF problem and how they )] TJ ET
BT 34.016 303.755 Td /F1 14.2 Tf [(can use it will find this book useful. It can be used in )] TJ ET
BT 34.016 286.356 Td /F1 14.2 Tf [(advanced undergraduate and graduate-level courses )] TJ ET
BT 34.016 268.957 Td /F1 14.2 Tf [(on numerical linear algebra and on advanced topics in )] TJ ET
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BT 34.016 216.759 Td /F1 14.2 Tf [(Artificial Intelligence)] TJ ET
BT 159.929 216.759 Td /F1 14.2 Tf [( David L. Poole 2017-09-25 )] TJ ET
BT 34.016 199.360 Td /F1 14.2 Tf [(Artificial Intelligence presents a practical guide to AI, )] TJ ET
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BT 34.016 147.162 Td /F1 14.2 Tf [(A Modern Introduction to Linear Algebra)] TJ ET
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BT 34.016 60.166 Td /F1 14.2 Tf [(Introduction to Linear Algebra provides a rigorous yet )] TJ ET
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BT 34.016 94.964 Td /F1 14.2 Tf [(and hints as to when and why a method is useful.)] TJ ET
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