Designing Sorting Networks

Designing Sorting Networks PDF

Author: Sherenaz W. Al-Haj Baddar

Publisher: Springer Science & Business Media

Published: 2012-02-02

Total Pages: 132

ISBN-13: 1461418518

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Designing Sorting Networks: A New Paradigm provides an in-depth guide to maximizing the efficiency of sorting networks, and uses 0/1 cases, partially ordered sets and Haase diagrams to closely analyze their behavior in an easy, intuitive manner. This book also outlines new ideas and techniques for designing faster sorting networks using Sortnet, and illustrates how these techniques were used to design faster 12-key and 18-key sorting networks through a series of case studies. Finally, it examines and explains the mysterious behavior exhibited by the fastest-known 9-step 16-key network. Designing Sorting Networks: A New Paradigm is intended for advanced-level students, researchers and practitioners as a reference book. Academics in the fields of computer science, engineering and mathematics will also find this book invaluable.

An Introduction to Genetic Algorithms

An Introduction to Genetic Algorithms PDF

Author: Melanie Mitchell

Publisher: MIT Press

Published: 1998-03-02

Total Pages: 226

ISBN-13: 9780262631853

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Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics—particularly in machine learning, scientific modeling, and artificial life—and reviews a broad span of research, including the work of Mitchell and her colleagues. The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics, underscoring the exciting "general purpose" nature of genetic algorithms as search methods that can be employed across disciplines. An Introduction to Genetic Algorithms is accessible to students and researchers in any scientific discipline. It includes many thought and computer exercises that build on and reinforce the reader's understanding of the text. The first chapter introduces genetic algorithms and their terminology and describes two provocative applications in detail. The second and third chapters look at the use of genetic algorithms in machine learning (computer programs, data analysis and prediction, neural networks) and in scientific models (interactions among learning, evolution, and culture; sexual selection; ecosystems; evolutionary activity). Several approaches to the theory of genetic algorithms are discussed in depth in the fourth chapter. The fifth chapter takes up implementation, and the last chapter poses some currently unanswered questions and surveys prospects for the future of evolutionary computation.

Genetic Programming Theory and Practice XVII

Genetic Programming Theory and Practice XVII PDF

Author: Wolfgang Banzhaf

Publisher: Springer Nature

Published: 2020-05-07

Total Pages: 409

ISBN-13: 3030399583

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These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. In this year’s edition, the topics covered include many of the most important issues and research questions in the field, such as: opportune application domains for GP-based methods, game playing and co-evolutionary search, symbolic regression and efficient learning strategies, encodings and representations for GP, schema theorems, and new selection mechanisms.The volume includes several chapters on best practices and lessons learned from hands-on experience. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.

VLSI Design

VLSI Design PDF

Author: Esteban Tlelo-Cuautle

Publisher: BoD – Books on Demand

Published: 2012-01-20

Total Pages: 306

ISBN-13: 9533078847

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This book provides some recent advances in design nanometer VLSI chips. The selected topics try to present some open problems and challenges with important topics ranging from design tools, new post-silicon devices, GPU-based parallel computing, emerging 3D integration, and antenna design. The book consists of two parts, with chapters such as: VLSI design for multi-sensor smart systems on a chip, Three-dimensional integrated circuits design for thousand-core processors, Parallel symbolic analysis of large analog circuits on GPU platforms, Algorithms for CAD tools VLSI design, A multilevel memetic algorithm for large SAT-encoded problems, etc.

Introduction to Parallel Processing

Introduction to Parallel Processing PDF

Author: Behrooz Parhami

Publisher: Springer Science & Business Media

Published: 2006-04-11

Total Pages: 512

ISBN-13: 0306469642

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THE CONTEXT OF PARALLEL PROCESSING The field of digital computer architecture has grown explosively in the past two decades. Through a steady stream of experimental research, tool-building efforts, and theoretical studies, the design of an instruction-set architecture, once considered an art, has been transformed into one of the most quantitative branches of computer technology. At the same time, better understanding of various forms of concurrency, from standard pipelining to massive parallelism, and invention of architectural structures to support a reasonably efficient and user-friendly programming model for such systems, has allowed hardware performance to continue its exponential growth. This trend is expected to continue in the near future. This explosive growth, linked with the expectation that performance will continue its exponential rise with each new generation of hardware and that (in stark contrast to software) computer hardware will function correctly as soon as it comes off the assembly line, has its down side. It has led to unprecedented hardware complexity and almost intolerable dev- opment costs. The challenge facing current and future computer designers is to institute simplicity where we now have complexity; to use fundamental theories being developed in this area to gain performance and ease-of-use benefits from simpler circuits; to understand the interplay between technological capabilities and limitations, on the one hand, and design decisions based on user and application requirements on the other.

Sorting Network

Sorting Network PDF

Author: Gerardus Blokdyk

Publisher: Createspace Independent Publishing Platform

Published: 2018-05-03

Total Pages: 108

ISBN-13: 9781718625495

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What are the compelling business reasons for embarking on Sorting network? What situation(s) led to this Sorting network Self Assessment? Does Sorting network systematically track and analyze outcomes for accountability and quality improvement? Does Sorting network include applications and information with regulatory compliance significance (or other contractual conditions that must be formally complied with) in a new or unique manner for which no approved security requirements, templates or design models exist? What are your current levels and trends in key Sorting network measures or indicators of product and process performance that are important to and directly serve your customers? Defining, designing, creating, and implementing a process to solve a challenge or meet an objective is the most valuable role... In EVERY group, company, organization and department. Unless you are talking a one-time, single-use project, there should be a process. Whether that process is managed and implemented by humans, AI, or a combination of the two, it needs to be designed by someone with a complex enough perspective to ask the right questions. Someone capable of asking the right questions and step back and say, 'What are we really trying to accomplish here? And is there a different way to look at it?' This Self-Assessment empowers people to do just that - whether their title is entrepreneur, manager, consultant, (Vice-)President, CxO etc... - they are the people who rule the future. They are the person who asks the right questions to make Sorting network investments work better. This Sorting network All-Inclusive Self-Assessment enables You to be that person. All the tools you need to an in-depth Sorting network Self-Assessment. Featuring 487 new and updated case-based questions, organized into seven core areas of process design, this Self-Assessment will help you identify areas in which Sorting network improvements can be made. In using the questions you will be better able to: - diagnose Sorting network projects, initiatives, organizations, businesses and processes using accepted diagnostic standards and practices - implement evidence-based best practice strategies aligned with overall goals - integrate recent advances in Sorting network and process design strategies into practice according to best practice guidelines Using a Self-Assessment tool known as the Sorting network Scorecard, you will develop a clear picture of which Sorting network areas need attention. Your purchase includes access details to the Sorting network self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next. Your exclusive instant access details can be found in your book.

The Art of Multiprocessor Programming, Revised Reprint

The Art of Multiprocessor Programming, Revised Reprint PDF

Author: Maurice Herlihy

Publisher: Elsevier

Published: 2012-06-25

Total Pages: 536

ISBN-13: 0123977959

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Revised and updated with improvements conceived in parallel programming courses, The Art of Multiprocessor Programming is an authoritative guide to multicore programming. It introduces a higher level set of software development skills than that needed for efficient single-core programming. This book provides comprehensive coverage of the new principles, algorithms, and tools necessary for effective multiprocessor programming. Students and professionals alike will benefit from thorough coverage of key multiprocessor programming issues. This revised edition incorporates much-demanded updates throughout the book, based on feedback and corrections reported from classrooms since 2008 Learn the fundamentals of programming multiple threads accessing shared memory Explore mainstream concurrent data structures and the key elements of their design, as well as synchronization techniques from simple locks to transactional memory systems Visit the companion site and download source code, example Java programs, and materials to support and enhance the learning experience

Evolvable Systems: From Biology to Hardware

Evolvable Systems: From Biology to Hardware PDF

Author: J. Manuel Moreno

Publisher: Springer Science & Business Media

Published: 2005-08-30

Total Pages: 238

ISBN-13: 3540287361

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This book constitutes the refereed proceedings of the 6th International Conference on Evolvable Systems, ICES 2005, held in Sitges, Spain in September 2005. The 21 revised full papers presented were carefully reviewed and selected. The papers are organized in topical sections on fault tolerance and recovery, platforms for evolving digital systems, evolution of analog circuits, evolutionary robotics, evolutionary hardware design methodologies, bio-inspired architectures, and applications.