Linear and Nonlinear Optimization

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Publisher : Springer
ISBN 13 : 1493970550
Total Pages : 644 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Linear and Nonlinear Optimization by : Richard W. Cottle

Download or read book Linear and Nonlinear Optimization written by Richard W. Cottle and published by Springer. This book was released on 2017-06-11 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​This textbook on Linear and Nonlinear Optimization is intended for graduate and advanced undergraduate students in operations research and related fields. It is both literate and mathematically strong, yet requires no prior course in optimization. As suggested by its title, the book is divided into two parts covering in their individual chapters LP Models and Applications; Linear Equations and Inequalities; The Simplex Algorithm; Simplex Algorithm Continued; Duality and the Dual Simplex Algorithm; Postoptimality Analyses; Computational Considerations; Nonlinear (NLP) Models and Applications; Unconstrained Optimization; Descent Methods; Optimality Conditions; Problems with Linear Constraints; Problems with Nonlinear Constraints; Interior-Point Methods; and an Appendix covering Mathematical Concepts. Each chapter ends with a set of exercises. The book is based on lecture notes the authors have used in numerous optimization courses the authors have taught at Stanford University. It emphasizes modeling and numerical algorithms for optimization with continuous (not integer) variables. The discussion presents the underlying theory without always focusing on formal mathematical proofs (which can be found in cited references). Another feature of this book is its inclusion of cultural and historical matters, most often appearing among the footnotes. "This book is a real gem. The authors do a masterful job of rigorously presenting all of the relevant theory clearly and concisely while managing to avoid unnecessary tedious mathematical details. This is an ideal book for teaching a one or two semester masters-level course in optimization – it broadly covers linear and nonlinear programming effectively balancing modeling, algorithmic theory, computation, implementation, illuminating historical facts, and numerous interesting examples and exercises. Due to the clarity of the exposition, this book also serves as a valuable reference for self-study." Professor Ilan Adler, IEOR Department, UC Berkeley "A carefully crafted introduction to the main elements and applications of mathematical optimization. This volume presents the essential concepts of linear and nonlinear programming in an accessible format filled with anecdotes, examples, and exercises that bring the topic to life. The authors plumb their decades of experience in optimization to provide an enriching layer of historical context. Suitable for advanced undergraduates and masters students in management science, operations research, and related fields." Michael P. Friedlander, IBM Professor of Computer Science, Professor of Mathematics, University of British Columbia

I-SPAN'02

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Author :
Publisher : I E E E
ISBN 13 :
Total Pages : 388 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis I-SPAN'02 by : Derbiau Frank Hsu

Download or read book I-SPAN'02 written by Derbiau Frank Hsu and published by I E E E. This book was released on 2002 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume originated from the 2002 International Symposium on Parallel Architectures, Algorithms and Networks, and is concerned with computer engineering. It is aimed at researchers, professors, practitioners and students.

Probabilistic Risk Assessment

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Publisher :
ISBN 13 :
Total Pages : 88 pages
Book Rating : 4.:/5 (317 download)

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Book Synopsis Probabilistic Risk Assessment by :

Download or read book Probabilistic Risk Assessment written by and published by . This book was released on 2000 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains references to documents in the NASA Scientific and Technical (STI) Database.

Understanding and Using Linear Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 3540307176
Total Pages : 230 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Understanding and Using Linear Programming by : Jiri Matousek

Download or read book Understanding and Using Linear Programming written by Jiri Matousek and published by Springer Science & Business Media. This book was released on 2007-07-04 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is an introductory textbook mainly for students of computer science and mathematics. Our guiding phrase is "what every theoretical computer scientist should know about linear programming". A major focus is on applications of linear programming, both in practice and in theory. The book is concise, but at the same time, the main results are covered with complete proofs and in sufficient detail, ready for presentation in class. The book does not require more prerequisites than basic linear algebra, which is summarized in an appendix. One of its main goals is to help the reader to see linear programming "behind the scenes".

3rd. International Conference on Approximation and Optimization in the Caribean [sic]

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Publisher :
ISBN 13 :
Total Pages : 348 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis 3rd. International Conference on Approximation and Optimization in the Caribean [sic] by : Bernd Bank

Download or read book 3rd. International Conference on Approximation and Optimization in the Caribean [sic] written by Bernd Bank and published by . This book was released on 1999 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Canadian Journal of Civil Engineering

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Publisher :
ISBN 13 :
Total Pages : 602 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Canadian Journal of Civil Engineering by :

Download or read book Canadian Journal of Civil Engineering written by and published by . This book was released on 2003 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Encyclopedia of Operations Research and Management Science

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Publisher : Springer Science & Business Media
ISBN 13 : 079237827X
Total Pages : 969 pages
Book Rating : 4.7/5 (923 download)

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Book Synopsis Encyclopedia of Operations Research and Management Science by : Saul I. Gass

Download or read book Encyclopedia of Operations Research and Management Science written by Saul I. Gass and published by Springer Science & Business Media. This book was released on 2001 with total page 969 pages. Available in PDF, EPUB and Kindle. Book excerpt: Audience: Anyone concerned with the science, techniques and ideas of how decisions are made."--BOOK JACKET.

Convex Optimization

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Publisher : Cambridge University Press
ISBN 13 : 9780521833783
Total Pages : 744 pages
Book Rating : 4.8/5 (337 download)

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Book Synopsis Convex Optimization by : Stephen P. Boyd

Download or read book Convex Optimization written by Stephen P. Boyd and published by Cambridge University Press. This book was released on 2004-03-08 with total page 744 pages. Available in PDF, EPUB and Kindle. Book excerpt: Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how such problems can be solved numerically with great efficiency. The book begins with the basic elements of convex sets and functions, and then describes various classes of convex optimization problems. Duality and approximation techniques are then covered, as are statistical estimation techniques. Various geometrical problems are then presented, and there is detailed discussion of unconstrained and constrained minimization problems, and interior-point methods. The focus of the book is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. It contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance and economics.

Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems

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Publisher : Springer
ISBN 13 : 3540343075
Total Pages : 310 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by : J. Christopher Beck

Download or read book Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems written by J. Christopher Beck and published by Springer. This book was released on 2006-05-20 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2006. The 20 revised full papers presented together with 3 invited talks address methodological and foundational issues from AI, OR, and algorithmics and present applications to the solution of combinatorial optimization problems in various fields via constraint programming.

Bridge Assessment Management and Design

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Publisher : Elsevier Publishing Company
ISBN 13 :
Total Pages : 532 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Bridge Assessment Management and Design by : B. Barr

Download or read book Bridge Assessment Management and Design written by B. Barr and published by Elsevier Publishing Company. This book was released on 1994 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text presents the current practices and theory of bridge design. New methods of construction, innovation in design and aesthetics are considered here, and there is an up-to-date review of work being carried out around the world to extend the working life of bridges.

Foundations of Data Science

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Publisher : Cambridge University Press
ISBN 13 : 1108617360
Total Pages : 433 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Foundations of Data Science by : Avrim Blum

Download or read book Foundations of Data Science written by Avrim Blum and published by Cambridge University Press. This book was released on 2020-01-23 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.

Condition

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Publisher : Springer Science & Business Media
ISBN 13 : 3642388965
Total Pages : 567 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Condition by : Peter Bürgisser

Download or read book Condition written by Peter Bürgisser and published by Springer Science & Business Media. This book was released on 2013-08-15 with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers threads that have evolved across different mathematical disciplines into seamless narrative. It deals with condition as a main aspect in the understanding of the performance ---regarding both stability and complexity--- of numerical algorithms. While the role of condition was shaped in the last half-century, so far there has not been a monograph treating this subject in a uniform and systematic way. The book puts special emphasis on the probabilistic analysis of numerical algorithms via the analysis of the corresponding condition. The exposition's level increases along the book, starting in the context of linear algebra at an undergraduate level and reaching in its third part the recent developments and partial solutions for Smale's 17th problem which can be explained within a graduate course. Its middle part contains a condition-based course on linear programming that fills a gap between the current elementary expositions of the subject based on the simplex method and those focusing on convex programming.

Linear and Nonlinear Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 0387745033
Total Pages : 546 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Linear and Nonlinear Programming by : David G. Luenberger

Download or read book Linear and Nonlinear Programming written by David G. Luenberger and published by Springer Science & Business Media. This book was released on 2008-06-20 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: This third edition of the classic textbook in Optimization has been fully revised and updated. It comprehensively covers modern theoretical insights in this crucial computing area, and will be required reading for analysts and operations researchers in a variety of fields. The book connects the purely analytical character of an optimization problem, and the behavior of algorithms used to solve it. Now, the third edition has been completely updated with recent Optimization Methods. The book also has a new co-author, Yinyu Ye of California’s Stanford University, who has written lots of extra material including some on Interior Point Methods.

My First 79 Years

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Publisher : Knopf
ISBN 13 :
Total Pages : 374 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis My First 79 Years by : Isaac Stern

Download or read book My First 79 Years written by Isaac Stern and published by Knopf. This book was released on 1999 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: For sixty-four years, Isaac Stern has been a great--and greatly loved--performing artist, famous for his profound music-making, his gusto for life, his passionate dedication to sharing his knowledge and wisdom with younger musicians, and his determination in a good cause (Stern is, after all, The Man Who Saved Carnegie Hall). Indeed, there is no more revered musician in the world than Isaac Stern, revered not only as a great violinist but as a warm and generous personality and as a crucial figure and spokesperson in the world of the arts. Brought to America from Russia when he was ten months old, Stern grew up in San Francisco and was quickly recognized as an extraordinary talent. He began performing publicly while still very young, and was soon touring across the country and around the world. His fame escalated when he led the fight to save Carnegie Hall, and again when he was the subject of the Academy Award-winning documentary film "From Mao to Mozart. In this book he shares with us both his personal and his artistic experiences: the story of his rise to eminence; his feelings about music and the violin; his rich emotional life; his great friendships and collaborations with colleagues such as Leonard Bernstein and Pablo Casals; his background as an ardent supporter of Israel; his ideas and beliefs about art, life, love, and the world we live in. At seventy-nine, Stern's mind, his wit, and his spirit are as strong as ever, and they are conveyed to us in the most sympathetic and articulate way by Chaim Potok. The two men spent a year talking and sharing their perceptions, and the result is a book in which Stern's voice comes through with complete conviction andpersuasiveness. The man on the page is the musician and humanitarian we have loved and admired for so long. Here is the most readable and revealing musical autobiography of the decade.

Understanding Machine Learning

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Publisher : Cambridge University Press
ISBN 13 : 1107057132
Total Pages : 415 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Understanding Machine Learning by : Shai Shalev-Shwartz

Download or read book Understanding Machine Learning written by Shai Shalev-Shwartz and published by Cambridge University Press. This book was released on 2014-05-19 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

Programming for Computations - Python

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Publisher : Springer
ISBN 13 : 3319324284
Total Pages : 244 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Programming for Computations - Python by : Svein Linge

Download or read book Programming for Computations - Python written by Svein Linge and published by Springer. This book was released on 2016-07-25 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents computer programming as a key method for solving mathematical problems. There are two versions of the book, one for MATLAB and one for Python. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style is more accessible and concise, in keeping with the needs of engineering students. The book outlines the shortest possible path from no previous experience with programming to a set of skills that allows the students to write simple programs for solving common mathematical problems with numerical methods in engineering and science courses. The emphasis is on generic algorithms, clean design of programs, use of functions, and automatic tests for verification.

Certification and Collective Marks

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Publisher : Edward Elgar Publishing
ISBN 13 : 178536880X
Total Pages : 384 pages
Book Rating : 4.7/5 (853 download)

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Book Synopsis Certification and Collective Marks by : Jeffrey Belson

Download or read book Certification and Collective Marks written by Jeffrey Belson and published by Edward Elgar Publishing. This book was released on 2017-10-27 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Certification and Collective Marks is a thoroughly updated and augmented edition of Certification Marks, first published in 2002. This comprehensive study forms a wide-ranging inquiry, with comparisons of the certification and collective mark systems of the UK, EU and US, whilst also referring to other systems. In addition to the laws and policies impacting ownership and use of these marks, also addressed are their historical development, registration and protection, certifiers’ liability, legal and commercial significance, use in regulatory and technical standardization frameworks, and emergent sui generis forms of certification, namely ecolabels and electronic authentication marks in digital content. This publication is especially timely in light of the advent of the EU certification mark and the controversial EU proposals to extend the Geographical Indications system to include non-agri-food products.