Evolutionary Algorithms for VLSI CAD, Rolf Drechsler
Автор: Sung Название: Algorithms in Bioinformatics ISBN: 1420070339 ISBN-13(EAN): 9781420070330 Издательство: Taylor&Francis Рейтинг: Цена: 13779.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Presents an introduction to the algorithmic techniques applied in bioinformatics. For each topic, this title details the biological motivation, defines the corresponding computational problems, and includes examples to illustrate each algorithm.
Автор: Rolf Drechsler Название: Evolutionary Algorithms for VLSI CAD ISBN: 0792381688 ISBN-13(EAN): 9780792381686 Издательство: Springer Рейтинг: Цена: 20896.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Presents the basic concepts of Evolutionary Algorithms (EAs), and considers the application of EAs in VLSI CAD. This book shows how EAs could be used to improve IC design tools and processes. It describes several successful applications from different areas of circuit design, like logic synthesis, mapping and testing.
Автор: P. Brunet; C. Hoffmann; D. Roller Название: CAD Tools and Algorithms for Product Design ISBN: 3540662049 ISBN-13(EAN): 9783540662044 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A look at important new tools and algorithms for future product modeling systems, based on a seminar at the International Conference and Research Center for Computer Science, Schloss Dagstuhl, Germany, presented by internationally recognised experts in CAD technology.
Автор: Viktor M. Kureichik; Sergey P. Malioukov; Vladimir Название: Genetic Algorithms for Applied CAD Problems ISBN: 3540852808 ISBN-13(EAN): 9783540852803 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: With new perspective technologies of genetic search and evolution simulation at the heart of this book, the authors wanted to show how these technologies are used for the solution of practical problems. This monograph is devoted to specialists of CAD.
Автор: P. Brunet; C. Hoffmann; D. Roller Название: CAD Tools and Algorithms for Product Design ISBN: 3642085482 ISBN-13(EAN): 9783642085482 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A look at important new tools and algorithms for future product modeling systems, based on a seminar at the International Conference and Research Center for Computer Science, Schloss Dagstuhl, Germany, presented by internationally recognised experts in CAD technology.
Автор: Viktor M. Kureichik; Sergey P. Malioukov; Vladimir Название: Genetic Algorithms for Applied CAD Problems ISBN: 364224257X ISBN-13(EAN): 9783642242571 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.
Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context.
After discussing the trajectory from data to insight to decision, the book describes four approaches to machine learning: information-based learning, similarity-based learning, probability-based learning, and error-based learning. Each of these approaches is introduced by a nontechnical explanation of the underlying concept, followed by mathematical models and algorithms illustrated by detailed worked examples. Finally, the book considers techniques for evaluating prediction models and offers two case studies that describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book, informed by the authors' many years of teaching machine learning, and working on predictive data analytics projects, is suitable for use by undergraduates in computer science, engineering, mathematics, or statistics; by graduate students in disciplines with applications for predictive data analytics; and as a reference for professionals.
Описание: This book describes how evolutionary algorithms (EA), including genetic algorithms (GA) and particle swarm optimization (PSO) can be utilized for solving multi-objective optimization problems in the area of embedded and VLSI system design.
Описание: This book describes how evolutionary algorithms (EA), including genetic algorithms (GA) and particle swarm optimization (PSO) can be utilized for solving multi-objective optimization problems in the area of embedded and VLSI system design.
Автор: Ivan Zelinka; Guanrong Chen Название: Evolutionary Algorithms, Swarm Dynamics and Complex Networks ISBN: 3662556618 ISBN-13(EAN): 9783662556610 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In this book, based on many years of intensive research of the authors, is proposing novel ideas about advancing evolutionary dynamics towards new phenomena including many new topics, even the dynamics of equivalent social networks.
Автор: Carlos Coello Coello; Gary B. Lamont; David A. van Название: Evolutionary Algorithms for Solving Multi-Objective Problems ISBN: 1489994602 ISBN-13(EAN): 9781489994608 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. It provides links to a complete set of teaching tutorials, exercises and solutions.
Автор: Mitchell Aaron Thornton; Rolf Drechsler; D. Michae Название: Spectral Techniques in VLSI CAD ISBN: 0792374339 ISBN-13(EAN): 9780792374336 Издательство: Springer Рейтинг: Цена: 24171.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Spectral Techniques in VLSI CAD have become a subject of renewed interest in the design automation community. This title describes several applications of spectral techniques in discrete function manipulation including decision diagram minimization, logic function synthesis, technology mapping and equivalence checking.
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