Algorithms And Order

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Algorithms and Order

Ivan Rival
Algorithms and Order Book PDF

Author : Ivan Rival
Publisher : Springer Science & Business Media
Page : 491 pages
File Size : 44,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9789400926394

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Algorithms and Order by Ivan Rival Pdf

This volume contains the texts of the principal survey papers presented at ALGORITHMS -and ORDER, held· at Ottawa, Canada from June 1 to June 12, 1987. The conference was supported by grants from the N.A.T.O. Advanced Study Institute programme, the University of Ottawa, and the Natural Sciences and Engineering Research Council of Canada. We are grateful for this considerable support. Over fifty years ago, the Symposium on Lattice Theory, in Charlottesville, U.S.A., proclaimed the vitality of ordered sets. Only twenty years later the Symposium on Partially Ordered Sets and Lattice Theory, held at Monterey, U.S.A., had solved many of the problems that had been originally posed. In 1981, the Symposium on Ordered Sets held at Banff, Canada, continued this tradition. It was marked by a landmark volume containing twenty-three articles on almost all current topics in the theory of ordered sets and its applications. Three years after, Graphs and Orders, also held at Banff, Canada, aimed to document the role of graphs in the theory of ordered sets and its applications. Because of its special place in the landscape of the mathematical sciences order is especially sensitive to new trends and developments. Today, the most important current in the theory and application of order springs from theoretical computer seience. Two themes of computer science lead the way. The first is data structure. Order is common to data structures.

Algorithms and Order

Ivan Rival
Algorithms and Order Book PDF

Author : Ivan Rival
Publisher : Unknown
Page : 512 pages
File Size : 45,7 Mb
Release : 1956-01-01
Category : Electronic
ISBN : 9400926405

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Algorithms and Order by Ivan Rival Pdf

Proceedings of the NATO Advanced Study Institute, Ottawa, Canada, May 31-June 13, 1987

Accelerated Optimization for Machine Learning

Zhouchen Lin,Huan Li,Cong Fang
Accelerated Optimization for Machine Learning Book PDF

Author : Zhouchen Lin,Huan Li,Cong Fang
Publisher : Springer Nature
Page : 286 pages
File Size : 48,7 Mb
Release : 2020-05-29
Category : Computers
ISBN : 9789811529108

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Accelerated Optimization for Machine Learning by Zhouchen Lin,Huan Li,Cong Fang Pdf

This book on optimization includes forewords by Michael I. Jordan, Zongben Xu and Zhi-Quan Luo. Machine learning relies heavily on optimization to solve problems with its learning models, and first-order optimization algorithms are the mainstream approaches. The acceleration of first-order optimization algorithms is crucial for the efficiency of machine learning. Written by leading experts in the field, this book provides a comprehensive introduction to, and state-of-the-art review of accelerated first-order optimization algorithms for machine learning. It discusses a variety of methods, including deterministic and stochastic algorithms, where the algorithms can be synchronous or asynchronous, for unconstrained and constrained problems, which can be convex or non-convex. Offering a rich blend of ideas, theories and proofs, the book is up-to-date and self-contained. It is an excellent reference resource for users who are seeking faster optimization algorithms, as well as for graduate students and researchers wanting to grasp the frontiers of optimization in machine learning in a short time.

Engines of Order

Bernhard Rieder
Engines of Order Book PDF

Author : Bernhard Rieder
Publisher : Amsterdam University Press
Page : 360 pages
File Size : 40,7 Mb
Release : 2020-05-15
Category : Computers
ISBN : 9789048537419

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Engines of Order by Bernhard Rieder Pdf

Software has become a key component of contemporary life and algorithmic techniques that rank, classify, or recommend anything that fits into digital form are everywhere. This book approaches the field of information ordering conceptually as well as historically. Building on the philosophy of Gilbert Simondon and the cultural techniques tradition, it first examines the constructive and cumulative character of software and shows how software-making constantly draws on large reservoirs of existing knowledge and techniques. It then reconstructs the historical trajectories of a series of algorithmic techniques that have indeed become the building blocks for contemporary practices of ordering. Developed in opposition to centuries of library tradition, coordinate indexing, text processing, machine learning, and network algorithms instantiate dynamic, perspectivist, and interested forms of arranging information, ideas, or people. Embedded in technical infrastructures and economic logics, these techniques have become engines of order that transform the spaces they act upon.

Algorithmic Aspects in Information and Management

Zhao Zhang,Wei Li,Ding-Zhu Du
Algorithmic Aspects in Information and Management Book PDF

Author : Zhao Zhang,Wei Li,Ding-Zhu Du
Publisher : Springer
Page : 0 pages
File Size : 46,6 Mb
Release : 2020-08-09
Category : Computers
ISBN : 3030576019

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Algorithmic Aspects in Information and Management by Zhao Zhang,Wei Li,Ding-Zhu Du Pdf

This volume constitutes the proceedings of the 14th International Conference on Algorithmic Aspects in Information and Management, AAIM 2020, held in Jinhua, China in August 2020. The 39 full papers and 17 short papers presented were carefully reviewed and selected from 76 submissions. The papers deal with emerging important algorithmic problems with a focus on the fundamental background, theoretical technology development, and real-world applications associated with information and management analysis, modeling and data mining. Special considerations are given to algorithmic research that was motivated by real-world applications.

Matrix Algorithms

G. W. Stewart
Matrix Algorithms Book PDF

Author : G. W. Stewart
Publisher : SIAM
Page : 476 pages
File Size : 49,5 Mb
Release : 1998-08-01
Category : Mathematics
ISBN : 9780898714142

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Matrix Algorithms by G. W. Stewart Pdf

This volume is the first in a self-contained five-volume series devoted to matrix algorithms. It focuses on the computation of matrix decompositions--that is, the factorization of matrices into products of similar ones. The first two chapters provide the required background from mathematics and computer science needed to work effectively in matrix computations. The remaining chapters are devoted to the LU and QR decompositions--their computation and applications. The singular value decomposition is also treated, although algorithms for its computation will appear in the second volume of the series. The present volume contains 65 algorithms formally presented in pseudocode. Other volumes in the series will treat eigensystems, iterative methods, sparse matrices, and structured problems. The series is aimed at the nonspecialist who needs more than black-box proficiency with matrix computations. To give the series focus, the emphasis is on algorithms, their derivation, and their analysis. The reader is assumed to have a knowledge of elementary analysis and linear algebra and a reasonable amount of programming experience, typically that of the beginning graduate engineer or the undergraduate in an honors program. Strictly speaking, the individual volumes are not textbooks, although they are intended to teach, the guiding principle being that if something is worth explaining, it is worth explaining fully. This has necessarily restricted the scope of the series, but the selection of topics should give the reader a sound basis for further study.

Orders, Algorithms and Applications

Vincent Bouchitte,Michel Morvan
Orders Algorithms and Applications Book PDF

Author : Vincent Bouchitte,Michel Morvan
Publisher : Springer Science & Business Media
Page : 220 pages
File Size : 44,7 Mb
Release : 1994-06-23
Category : Computers
ISBN : 3540582746

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Orders, Algorithms and Applications by Vincent Bouchitte,Michel Morvan Pdf

This volume is the proceedings of the first International Workshop on Orders, Algorithms, and Applications, held at Lyon, France in July 1994. Ordered sets and the more specifically algorithmic aspects of order theory are of increasing importance, for example in graph theory. They enjoy a recognized place in computer science as well as in mathematics, due to various new developments in the last few years. The nine technical papers accepted for this volume and the four invited papers presented offer a representative perspective on theoretical and applicational aspects of orders and related algorithms.

Graph Algorithms And Applications 4

Giuseppe Liotta,Roberto Tamassia,Ioannis G Tollis
Graph Algorithms And Applications 4 Book PDF

Author : Giuseppe Liotta,Roberto Tamassia,Ioannis G Tollis
Publisher : World Scientific
Page : 439 pages
File Size : 51,5 Mb
Release : 2006-05-19
Category : Computers
ISBN : 9789814477710

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Graph Algorithms And Applications 4 by Giuseppe Liotta,Roberto Tamassia,Ioannis G Tollis Pdf

This book contains Volume 7 of the Journal of Graph Algorithms and Applications (JGAA). JGAA is a peer-reviewed scientific journal devoted to the publication of high-quality research papers on the analysis, design, implementation, and applications of graph algorithms. Areas of interest include computational biology, computational geometry, computer graphics, computer-aided design, computer and interconnection networks, constraint systems, databases, graph drawing, graph embedding and layout, knowledge representation, multimedia, software engineering, telecommunications networks, user interfaces and visualization, and VLSI circuit design.Graph Algorithms and Applications 4 presents contributions from prominent authors and includes selected papers from (a) the Seventh International Workshop on Algorithms and Data Structures (WADS 2001) and (b) the 2001 Symposium on Graph Drawing (GD 2001). All papers in the book have extensive diagrams and offer a unique treatment of graph algorithms focusing on the important applications.

Algorithms and Complexity

Rosella Petreschi,Giuseppe Persiano,Riccardo Silvestri
Algorithms and Complexity Book PDF

Author : Rosella Petreschi,Giuseppe Persiano,Riccardo Silvestri
Publisher : Springer
Page : 290 pages
File Size : 41,7 Mb
Release : 2003-08-03
Category : Mathematics
ISBN : 9783540448495

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Algorithms and Complexity by Rosella Petreschi,Giuseppe Persiano,Riccardo Silvestri Pdf

This book constitutes the refereed proceedings of the 5th Italian Conference on Algorithms and Computation, CIAC 2003, held in Rome, Italy in May 2003.The 23 revised full papers presented were carefully reviewed and selected from 57 submissions. Among the topics addressed are complexity, complexity theory, geometric computing, matching, online algorithms, combinatorial optimization, computational graph theory, approximation algorithms, network algorithms, routing, and scheduling.

Algorithms and Architectures for Parallel Processing

Anu G. Bourgeois,Si Quing Zheng
Algorithms and Architectures for Parallel Processing Book PDF

Author : Anu G. Bourgeois,Si Quing Zheng
Publisher : Springer
Page : 320 pages
File Size : 40,5 Mb
Release : 2008-06-03
Category : Computers
ISBN : 9783540695011

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Algorithms and Architectures for Parallel Processing by Anu G. Bourgeois,Si Quing Zheng Pdf

Welcome to the proceedings of the 8th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2008). ICA3PP 2008 consist of two keynote addresses, seven technical sessions, and one tutorial. Included in these proceedings are papers whose authors are from Australia, Brazil, Canada, China, Cyprus, France, India, Iran, Israel, Italy, Japan, Korea, Germany, Greece, Mexico, Poland, Portugal, Romania, Spain, Switzerland, Taiwan, Tunisia, UAE, UK, and USA. Each paper was rigorously reviewed by at least three Program Committee members and/or external revi- ers, and the acceptance ratio is 35%. These papers were presented over seven technical sessions. Based on the paper review results, three papers were selected as the best papers. We would like to thank the many people who helped make this conference a successful event. We thank all authors who submitted their work to ICA3PP 2008, and all Program Committee members and additional reviewers for their diligent work in the paper review process ensuring a collection of high-quality papers. We are grateful to Hong Shen University of Adelaide, Australia and Kleanthis Psarris University of Texas at San Antonio, United States, for their willingness to be the keynote speakers. Our thanks go to Hai Jin and George Papapodoulos, the conference General Co-chairs, and Andrzej Goscinski, W- lei Zhou and Yi Pan, the conference Steering Committee Co-chairs for help in many aspects of organizing this conference. Finally, we thank all the conference participants for traveling to Cyprus.

Algorithms and Complexity

Herbert S. Wilf
Algorithms and Complexity Book PDF

Author : Herbert S. Wilf
Publisher : A K PETERS
Page : 219 pages
File Size : 44,8 Mb
Release : 2020-09-30
Category : Electronic
ISBN : 0367659484

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Algorithms and Complexity by Herbert S. Wilf Pdf

This book is an introductory textbook on the design and analysis of algorithms. The author uses a careful selection of a few topics to illustrate the tools for algorithm analysis. Recursive algorithms are illustrated by Quicksort, FFT, fast matrix multiplications, and others. Algorithms associated with the network flow problem are fundamental in many areas of graph connectivity, matching theory, etc. Algorithms in number theory are discussed with some applications to public key encryption. This second edition will differ from the present edition mainly in that solutions to most of the exercises will be included.

Evaluation Complexity of Algorithms for Nonconvex Optimization

Coralia Cartis,Nicholas I. M. Gould,Philippe L. Toint
Evaluation Complexity of Algorithms for Nonconvex Optimization Book PDF

Author : Coralia Cartis,Nicholas I. M. Gould,Philippe L. Toint
Publisher : SIAM
Page : 549 pages
File Size : 44,6 Mb
Release : 2022-07-06
Category : Mathematics
ISBN : 9781611976991

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Evaluation Complexity of Algorithms for Nonconvex Optimization by Coralia Cartis,Nicholas I. M. Gould,Philippe L. Toint Pdf

A popular way to assess the “effort” needed to solve a problem is to count how many evaluations of the problem functions (and their derivatives) are required. In many cases, this is often the dominating computational cost. Given an optimization problem satisfying reasonable assumptions—and given access to problem-function values and derivatives of various degrees—how many evaluations might be required to approximately solve the problem? Evaluation Complexity of Algorithms for Nonconvex Optimization: Theory, Computation, and Perspectives addresses this question for nonconvex optimization problems, those that may have local minimizers and appear most often in practice. This is the first book on complexity to cover topics such as composite and constrained optimization, derivative-free optimization, subproblem solution, and optimal (lower and sharpness) bounds for nonconvex problems. It is also the first to address the disadvantages of traditional optimality measures and propose useful surrogates leading to algorithms that compute approximate high-order critical points, and to compare traditional and new methods, highlighting the advantages of the latter from a complexity point of view. This is the go-to book for those interested in solving nonconvex optimization problems. It is suitable for advanced undergraduate and graduate students in courses on advanced numerical analysis, data science, numerical optimization, and approximation theory.

Mastering Algorithms with Perl

Jarkko Hietaniemi,John Macdonald,Jon Orwant
Mastering Algorithms with Perl Book PDF

Author : Jarkko Hietaniemi,John Macdonald,Jon Orwant
Publisher : "O'Reilly Media, Inc."
Page : 706 pages
File Size : 45,7 Mb
Release : 1999-08-18
Category : Computers
ISBN : 1449307191

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Mastering Algorithms with Perl by Jarkko Hietaniemi,John Macdonald,Jon Orwant Pdf

Many programmers would love to use Perl for projects that involve heavy lifting, but miss the many traditional algorithms that textbooks teach for other languages. Computer scientists have identified many techniques that a wide range of programs need, such as: Fuzzy pattern matching for text (identify misspellings!) Finding correlations in data Game-playing algorithms Predicting phenomena such as Web traffic Polynomial and spline fitting Using algorithms explained in this book, you too can carry out traditional programming tasks in a high-powered, efficient, easy-to-maintain manner with Perl.This book assumes a basic understanding of Perl syntax and functions, but not necessarily any background in computer science. The authors explain in a readable fashion the reasons for using various classic programming techniques, the kind of applications that use them, and -- most important -- how to code these algorithms in Perl.If you are an amateur programmer, this book will fill you in on the essential algorithms you need to solve problems like an expert. If you have already learned algorithms in other languages, you will be surprised at how much different (and often easier) it is to implement them in Perl. And yes, the book even has the obligatory fractal display program.There have been dozens of books on programming algorithms, some of them excellent, but never before has there been one that uses Perl.The authors include the editor of The Perl Journal and master librarian of CPAN; all are contributors to CPAN and have archived much of the code in this book there."This book was so exciting I lost sleep reading it." Tom Christiansen

Algorithms from THE BOOK

Kenneth Lange
Algorithms from THE BOOK Book PDF

Author : Kenneth Lange
Publisher : SIAM
Page : 227 pages
File Size : 53,8 Mb
Release : 2020-05-04
Category : Mathematics
ISBN : 9781611976175

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Algorithms from THE BOOK by Kenneth Lange Pdf

Algorithms are a dominant force in modern culture, and every indication is that they will become more pervasive, not less. The best algorithms are undergirded by beautiful mathematics. This text cuts across discipline boundaries to highlight some of the most famous and successful algorithms. Readers are exposed to the principles behind these examples and guided in assembling complex algorithms from simpler building blocks. Written in clear, instructive language within the constraints of mathematical rigor, Algorithms from THE BOOK includes a large number of classroom-tested exercises at the end of each chapter. The appendices cover background material often omitted from undergraduate courses. Most of the algorithm descriptions are accompanied by Julia code, an ideal language for scientific computing. This code is immediately available for experimentation. Algorithms from THE BOOK is aimed at first-year graduate and advanced undergraduate students. It will also serve as a convenient reference for professionals throughout the mathematical sciences, physical sciences, engineering, and the quantitative sectors of the biological and social sciences.

Design of Heuristic Algorithms for Hard Optimization

Éric D. Taillard
Design of Heuristic Algorithms for Hard Optimization Book PDF

Author : Éric D. Taillard
Publisher : Springer Nature
Page : 293 pages
File Size : 42,7 Mb
Release : 2022-10-29
Category : Business & Economics
ISBN : 9783031137143

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Design of Heuristic Algorithms for Hard Optimization by Éric D. Taillard Pdf

This open access book demonstrates all the steps required to design heuristic algorithms for difficult optimization. The classic problem of the travelling salesman is used as a common thread to illustrate all the techniques discussed. This problem is ideal for introducing readers to the subject because it is very intuitive and its solutions can be graphically represented. The book features a wealth of illustrations that allow the concepts to be understood at a glance. The book approaches the main metaheuristics from a new angle, deconstructing them into a few key concepts presented in separate chapters: construction, improvement, decomposition, randomization and learning methods. Each metaheuristic can then be presented in simplified form as a combination of these concepts. This approach avoids giving the impression that metaheuristics is a non-formal discipline, a kind of cloud sculpture. Moreover, it provides concrete applications of the travelling salesman problem, which illustrate in just a few lines of code how to design a new heuristic and remove all ambiguities left by a general framework. Two chapters reviewing the basics of combinatorial optimization and complexity theory make the book self-contained. As such, even readers with a very limited background in the field will be able to follow all the content.