Fundamental Algorithmics
Author : Gilles Brassard
Publisher : Prentice Hall
Page : 117 pages
File Size : 38,83 MB
Release : 1998
Category : Algoriths
ISBN : 9780133599510
Data Mining and Analysis
Author : Mohammed J. Zaki
Publisher : Cambridge University Press
Page : 607 pages
File Size : 31,66 MB
Release : 2014-05-12
Category : Computers
ISBN : 0521766338
Book Description
A comprehensive overview of data mining from an algorithmic perspective, integrating related concepts from machine learning and statistics.
Fundamental Algorithms in Computational Fluid Dynamics
Author : Thomas H. Pulliam
Publisher : Springer Science & Business Media
Page : 220 pages
File Size : 33,73 MB
Release : 2014-03-31
Category : Technology & Engineering
ISBN : 3319050532
Book Description
Intended as a textbook for courses in computational fluid dynamics at the senior undergraduate or graduate level, this book is a follow-up to the book Fundamentals of Computational Fluid Dynamics by the same authors, which was published in the series Scientific Computation in 2001. Whereas the earlier book concentrated on the analysis of numerical methods applied to model equations, this new book concentrates on algorithms for the numerical solution of the Euler and Navier-Stokes equations. It focuses on some classical algorithms as well as the underlying ideas based on the latest methods. A key feature of the book is the inclusion of programming exercises at the end of each chapter based on the numerical solution of the quasi-one-dimensional Euler equations and the shock-tube problem. These exercises can be included in the context of a typical course and sample solutions are provided in each chapter, so readers can confirm that they have coded the algorithms correctly.
Fundamentals of Natural Computing
Author : Leandro Nunes de Castro
Publisher : CRC Press
Page : 674 pages
File Size : 23,40 MB
Release : 2006-06-02
Category : Computers
ISBN : 1420011448
Book Description
Natural computing brings together nature and computing to develop new computational tools for problem solving; to synthesize natural patterns and behaviors in computers; and to potentially design novel types of computers. Fundamentals of Natural Computing: Basic Concepts, Algorithms, and Applications presents a wide-ranging survey of novel techniqu
Data Mining and Machine Learning
Author : Mohammed J. Zaki
Publisher : Cambridge University Press
Page : 779 pages
File Size : 13,7 MB
Release : 2020-01-30
Category : Business & Economics
ISBN : 1108473989
Book Description
New to the second edition of this advanced text are several chapters on regression, including neural networks and deep learning.
Computer Algorithms C++
Author : Ellis Horowitz
Publisher : Macmillan
Page : 800 pages
File Size : 48,81 MB
Release : 1997
Category : Computers
ISBN : 9780716783152
Book Description
The author team that established its reputation nearly twenty years ago with Fundamentals of Computer Algorithms offers this new title, available in both pseudocode and C++ versions. Ideal for junior/senior level courses in the analysis of algorithms, this well-researched text takes a theoretical approach to the subject, creating a basis for more in-depth study and providing opportunities for hands-on learning. Emphasizing design technique, the text uses exciting, state-of-the-art examples to illustrate design strategies.
Robotics, Vision and Control
Author : Peter Corke
Publisher : Springer
Page : 572 pages
File Size : 44,70 MB
Release : 2011-09-05
Category : Technology & Engineering
ISBN : 364220144X
Book Description
The author has maintained two open-source MATLAB Toolboxes for more than 10 years: one for robotics and one for vision. The key strength of the Toolboxes provide a set of tools that allow the user to work with real problems, not trivial examples. For the student the book makes the algorithms accessible, the Toolbox code can be read to gain understanding, and the examples illustrate how it can be used —instant gratification in just a couple of lines of MATLAB code. The code can also be the starting point for new work, for researchers or students, by writing programs based on Toolbox functions, or modifying the Toolbox code itself. The purpose of this book is to expand on the tutorial material provided with the toolboxes, add many more examples, and to weave this into a narrative that covers robotics and computer vision separately and together. The author shows how complex problems can be decomposed and solved using just a few simple lines of code, and hopefully to inspire up and coming researchers. The topics covered are guided by the real problems observed over many years as a practitioner of both robotics and computer vision. It is written in a light but informative style, it is easy to read and absorb, and includes a lot of Matlab examples and figures. The book is a real walk through the fundamentals of robot kinematics, dynamics and joint level control, then camera models, image processing, feature extraction and epipolar geometry, and bring it all together in a visual servo system. Additional material is provided at http://www.petercorke.com/RVC
Introduction to Algorithms, third edition
Author : Thomas H. Cormen
Publisher : MIT Press
Page : 1313 pages
File Size : 39,28 MB
Release : 2009-07-31
Category : Computers
ISBN : 0262258102
Book Description
The latest edition of the essential text and professional reference, with substantial new material on such topics as vEB trees, multithreaded algorithms, dynamic programming, and edge-based flow. Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness. The book covers a broad range of algorithms in depth, yet makes their design and analysis accessible to all levels of readers. Each chapter is relatively self-contained and can be used as a unit of study. The algorithms are described in English and in a pseudocode designed to be readable by anyone who has done a little programming. The explanations have been kept elementary without sacrificing depth of coverage or mathematical rigor. The first edition became a widely used text in universities worldwide as well as the standard reference for professionals. The second edition featured new chapters on the role of algorithms, probabilistic analysis and randomized algorithms, and linear programming. The third edition has been revised and updated throughout. It includes two completely new chapters, on van Emde Boas trees and multithreaded algorithms, substantial additions to the chapter on recurrence (now called “Divide-and-Conquer”), and an appendix on matrices. It features improved treatment of dynamic programming and greedy algorithms and a new notion of edge-based flow in the material on flow networks. Many exercises and problems have been added for this edition. The international paperback edition is no longer available; the hardcover is available worldwide.
Algorithmics
Author : Gilles Brassard
Publisher : Englewood Cliffs, N.J. : Prentice Hall
Page : 392 pages
File Size : 37,84 MB
Release : 1988
Category : Mathematics
ISBN :
Book Description
Algorithms, Part II
Author : Robert Sedgewick
Publisher : Addison-Wesley Professional
Page : 973 pages
File Size : 22,95 MB
Release : 2014-02-01
Category : Computers
ISBN : 0133847268
Book Description
This book is Part II of the fourth edition of Robert Sedgewick and Kevin Wayne’s Algorithms, the leading textbook on algorithms today, widely used in colleges and universities worldwide. Part II contains Chapters 4 through 6 of the book. The fourth edition of Algorithms surveys the most important computer algorithms currently in use and provides a full treatment of data structures and algorithms for sorting, searching, graph processing, and string processing -- including fifty algorithms every programmer should know. In this edition, new Java implementations are written in an accessible modular programming style, where all of the code is exposed to the reader and ready to use. The algorithms in this book represent a body of knowledge developed over the last 50 years that has become indispensable, not just for professional programmers and computer science students but for any student with interests in science, mathematics, and engineering, not to mention students who use computation in the liberal arts. The companion web site, algs4.cs.princeton.edu contains An online synopsis Full Java implementations Test data Exercises and answers Dynamic visualizations Lecture slides Programming assignments with checklists Links to related material The MOOC related to this book is accessible via the "Online Course" link at algs4.cs.princeton.edu. The course offers more than 100 video lecture segments that are integrated with the text, extensive online assessments, and the large-scale discussion forums that have proven so valuable. Offered each fall and spring, this course regularly attracts tens of thousands of registrants. Robert Sedgewick and Kevin Wayne are developing a modern approach to disseminating knowledge that fully embraces technology, enabling people all around the world to discover new ways of learning and teaching. By integrating their textbook, online content, and MOOC, all at the state of the art, they have built a unique resource that greatly expands the breadth and depth of the educational experience.
