Introduction to Genetic Algorithms

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Author: S.N. Sivanandam,S. N. Deepa

Publisher: Springer Science & Business Media

ISBN: 3540731903

Category: Mathematics

Page: 442

View: 580

This book offers a basic introduction to genetic algorithms. It provides a detailed explanation of genetic algorithm concepts and examines numerous genetic algorithm optimization problems. In addition, the book presents implementation of optimization problems using C and C++ as well as simulated solutions for genetic algorithm problems using MATLAB 7.0. It also includes application case studies on genetic algorithms in emerging fields.

Introduction To Algorithms

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Author: Thomas H.. Cormen,Thomas H Cormen,Charles E Leiserson,Ronald L Rivest,Clifford Stein

Publisher: MIT Press

ISBN: 9780262032933

Category: Computers

Page: 1180

View: 7851

An extensively revised edition of a mathematically rigorous yet accessible introduction to algorithms.

Genetic Algorithms + Data Structures = Evolution Programs

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Author: Z. Michalewicz,Zbigniew Michalewicz

Publisher: Springer Science & Business Media

ISBN: 9783540606765

Category: Business & Economics

Page: 387

View: 7162

The importance of these techniques is still growing, since evolution programs are parallel in nature, and parallelism is one of the most promising directions in computer science.

Introduction to Parallel Algorithms

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Author: C. Xavier,S. S. Iyengar

Publisher: John Wiley & Sons

ISBN: 9780471251828

Category: Computers

Page: 365

View: 3078

Parallel algorithms Made Easy The complexity of today's applications coupled with the widespread use of parallel computing has made the design and analysis of parallel algorithms topics of growing interest. This volume fills a need in the field for an introductory treatment of parallel algorithms-appropriate even at the undergraduate level, where no other textbooks on the subject exist. It features a systematic approach to the latest design techniques, providing analysis and implementation details for each parallel algorithm described in the book. Introduction to Parallel Algorithms covers foundations of parallel computing; parallel algorithms for trees and graphs; parallel algorithms for sorting, searching, and merging; and numerical algorithms. This remarkable book: * Presents basic concepts in clear and simple terms * Incorporates numerous examples to enhance students' understanding * Shows how to develop parallel algorithms for all classical problems in computer science, mathematics, and engineering * Employs extensive illustrations of new design techniques * Discusses parallel algorithms in the context of PRAM model * Includes end-of-chapter exercises and detailed references on parallel computing. This book enables universities to offer parallel algorithm courses at the senior undergraduate level in computer science and engineering. It is also an invaluable text/reference for graduate students, scientists, and engineers in computer science, mathematics, and engineering.

DESIGN METHODS AND ANALYSIS OF ALGORITHMS

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Author: S. K. BASU

Publisher: PHI Learning Pvt. Ltd.

ISBN: 9788120326378

Category: Computers

Page: 328

View: 8286

The design of correct and efficient algorithms for problem solving lies at the heart of computer science. This concise text, without being highly specialized, teaches the skills needed to master the essentials of this subject. With clear explanations and engaging writing style, the book places increased emphasis on algorithm design techniques rather than programming in order to develop in the reader the problem-solving skills. The treatment throughout the book is primarily tailored to the curriculum needs of B.Tech students in computer science and engineering, B.Sc. (Hons.) and M.Sc. students in computer science, and MCA students. The book focuses on the standard algorithm design methods and the concepts are illustrated through representative examples to offer a reader-friendly text. Elementary analysis of time complexities is provided for each example-algorithm. A varied collection of exercises at the end of each chapter serves to reinforce the principles/methods involved.

Introduction to Distributed Algorithms

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Author: Gerard Tel

Publisher: Cambridge University Press

ISBN: 9780521794831

Category: Computers

Page: 596

View: 3587

Introduction : distributed systems - The model - Communication protocols - Routing algorithms - Deadlock-free packet switching - Wave and traversal algorithms - Election algorithms - Termination detection - Anonymous networks - Snapshots - Sense of direction and orientation - Synchrony in networks - Fault tolerance in distributed systems - Fault tolerance in asynchronous systems - Fault tolerance in synchronous systems - Failure detection - Stabilization.

Parallel Processing and Parallel Algorithms

Theory and Computation

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Author: Seyed H Roosta

Publisher: Springer Science & Business Media

ISBN: 9780387987163

Category: Computers

Page: 566

View: 4597

Motivation It is now possible to build powerful single-processor and multiprocessor systems and use them efficiently for data processing, which has seen an explosive ex pansion in many areas of computer science and engineering. One approach to meeting the performance requirements of the applications has been to utilize the most powerful single-processor system that is available. When such a system does not provide the performance requirements, pipelined and parallel process ing structures can be employed. The concept of parallel processing is a depar ture from sequential processing. In sequential computation one processor is in volved and performs one operation at a time. On the other hand, in parallel computation several processors cooperate to solve a problem, which reduces computing time because several operations can be carried out simultaneously. Using several processors that work together on a given computation illustrates a new paradigm in computer problem solving which is completely different from sequential processing. From the practical point of view, this provides sufficient justification to investigate the concept of parallel processing and related issues, such as parallel algorithms. Parallel processing involves utilizing several factors, such as parallel architectures, parallel algorithms, parallel programming lan guages and performance analysis, which are strongly interrelated. In general, four steps are involved in performing a computational problem in parallel. The first step is to understand the nature of computations in the specific application domain.

Algorithms and Data Structures

4th International Workshop, WADS '95, Kingston, Canada, August 16 - 18, 1995. Proceedings

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Author: International Workshop on Algorithms and Data Structures,Ont.). WADS '95 (4th : 1995 : Kingston

Publisher: Springer Science & Business Media

ISBN: 9783540602200

Category: Computers

Page: 517

View: 2130

This volume constitutes the proceedings of the Fourth International Workshop on Algorithms and Data Structures, WADS '95, held in Kingston, Canada in August 1995. The book presents 40 full refereed papers selected from a total of 121 submissions together with invited papers by Preparata and Bilardi, Sharir, Toussaint, and Vitanyi and Li. The book addresses various aspects of algorithms, data structures, computational geometry, scheduling, computational graph theory, and searching.

Transforms and Fast Algorithms for Signal Analysis and Representations

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Author: Guoan Bi,Yonghong Zeng

Publisher: Springer Science & Business Media

ISBN: 9780817642792

Category: Technology & Engineering

Page: 422

View: 1274

This book is a comprehensive presentation of recent results and developments on several widely used transforms and their fast algorithms. In many cases, new options are provided for improved or new fast algorithms, some of which are not well known in the digital signal processing community. The book is suitable as a textbook for senior undergraduate and graduate courses in digital signal processing. It may also serve as an excellent self-study reference for electrical engineers and applied mathematicians whose work is related to the fields of electronics, signal processing, image and speech processing, or digital design and communication.

Algorithms

International Symposium SIGAL '90, Tokyo, Japan, August 16-18, 1990. Proceedings

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Author: Tetsuo Asano,Toshihide Ibaraki,Hiroshi Imai,Takao Nishizeki

Publisher: Springer Science & Business Media

ISBN: 9783540529217

Category: Business & Economics

Page: 478

View: 9170

Pioneering work on hepatitis B virus and hepatitis delta virus, and the discovery of hepatitis B-like virus in animals during the 1970's has been followed, over the past ten years, by an explosion of interest in how these viruses replicate, maintain chronic infections, and cause liver disease and hepatocellular carcinoma. The purpose of this book is two-fold. First, the authors of each chapter provide a summary of their specialty that will not only serve as an introduction, but will also provide the newcomer to hepatitis B virology with up-to-date information and insights into the goals and accomplishments of each area of investigation. Second, since the diversification of interests and increased specialization of hepadnaviruses researchers has reached a level where it is no longer possible for any one individual to read all the primary literature, this book will help to refocus interest on what is, after all, the major objective: to understand and ultimately treat or prevent chronic liver disease and liver cancer. Accordingly, chapters are included which span a range of interests, from the management of hepatitis B patients to new approaches to antiviral therapy, from the role of hepadnavirus gene expression in DNA replication to the role of ribozymes in the delta virus life cycle, from liver cancer in naturally infected woodchucks to liver disease in HBV transgenic mice to the use of hepatitis virus vectors to treat inherited enzyme deficiencies.