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Proceedings of the International Conference on Computational Innovations and Emerging Trends (ICCIET 2024)

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Release : 2024
Genre : Electronic books
Kind : eBook
Book Rating : 715/5 ( reviews)

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Book Synopsis Proceedings of the International Conference on Computational Innovations and Emerging Trends (ICCIET 2024) by : K. Reddy Madhavi

Download or read book Proceedings of the International Conference on Computational Innovations and Emerging Trends (ICCIET 2024) written by K. Reddy Madhavi. This book was released on 2024. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Computer Science and Information Technology

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Release : 2010-12-14
Genre : Computers
Kind : eBook
Book Rating : 561/5 ( reviews)

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Book Synopsis Advances in Computer Science and Information Technology by : Natarajan Meghanathan

Download or read book Advances in Computer Science and Information Technology written by Natarajan Meghanathan. This book was released on 2010-12-14. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the first of three parts of the refereed proceedings of the First International Conference on Computer Science and Information Technology, CCSIT 2010, held in Bangalore, India, in January 2011. The 59 revised full papers presented in this volume were carefully reviewed and selected. The papers are organized in topical sections on distributed and parallel systems and algorithms; DSP, image processing, pattern recognition, and multimedia; software engineering; database and data Mining; as well as soft computing, such as AI, neural networks, fuzzy systems, etc.

Ant Colony Optimization

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Release : 2004-06-04
Genre : Computers
Kind : eBook
Book Rating : 192/5 ( reviews)

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Book Synopsis Ant Colony Optimization by : Marco Dorigo

Download or read book Ant Colony Optimization written by Marco Dorigo. This book was released on 2004-06-04. Available in PDF, EPUB and Kindle. Book excerpt: An overview of the rapidly growing field of ant colony optimization that describes theoretical findings, the major algorithms, and current applications. The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The attempt to develop algorithms inspired by one aspect of ant behavior, the ability to find what computer scientists would call shortest paths, has become the field of ant colony optimization (ACO), the most successful and widely recognized algorithmic technique based on ant behavior. This book presents an overview of this rapidly growing field, from its theoretical inception to practical applications, including descriptions of many available ACO algorithms and their uses. The book first describes the translation of observed ant behavior into working optimization algorithms. The ant colony metaheuristic is then introduced and viewed in the general context of combinatorial optimization. This is followed by a detailed description and guide to all major ACO algorithms and a report on current theoretical findings. The book surveys ACO applications now in use, including routing, assignment, scheduling, subset, machine learning, and bioinformatics problems. AntNet, an ACO algorithm designed for the network routing problem, is described in detail. The authors conclude by summarizing the progress in the field and outlining future research directions. Each chapter ends with bibliographic material, bullet points setting out important ideas covered in the chapter, and exercises. Ant Colony Optimization will be of interest to academic and industry researchers, graduate students, and practitioners who wish to learn how to implement ACO algorithms.

Modeling, Simulation, and Optimization

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Release : 2017-12-07
Genre : Technology & Engineering
Kind : eBook
Book Rating : 423/5 ( reviews)

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Book Synopsis Modeling, Simulation, and Optimization by : Pandian Vasant

Download or read book Modeling, Simulation, and Optimization written by Pandian Vasant. This book was released on 2017-12-07. Available in PDF, EPUB and Kindle. Book excerpt: This book features selected contributions in the areas of modeling, simulation, and optimization. The contributors discusses requirements in problem solving for modeling, simulation, and optimization. Modeling, simulation, and optimization have increased in demand in exponential ways and how potential solutions might be reached. They describe how new technologies in computing and engineering have reduced the dimension of data coverage worldwide, and how recent inventions in information and communication technology (ICT) have inched towards reducing the gaps and coverage of domains globally. The chapters cover how the digging of information in a large data and soft-computing techniques have contributed to a strength in prediction and analysis, for decision making in computer science, technology, management, social computing, green computing, and telecom. The book provides an insightful reference to the researchers in the fields of engineering and computer science. Researchers, academics, and professionals will benefit from this volume. Features selected expanded papers in modeling, simulation, and optimization from COMPSE 2016; Includes research into soft computing and its application in engineering and technology; Presents contributions from global experts in academia and industry in modeling, simulation, and optimization.

Computational Intelligence in Data Mining—Volume 2

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Release : 2015-12-09
Genre : Technology & Engineering
Kind : eBook
Book Rating : 31X/5 ( reviews)

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Book Synopsis Computational Intelligence in Data Mining—Volume 2 by : Himansu Sekhar Behera

Download or read book Computational Intelligence in Data Mining—Volume 2 written by Himansu Sekhar Behera. This book was released on 2015-12-09. Available in PDF, EPUB and Kindle. Book excerpt: The book is a collection of high-quality peer-reviewed research papers presented in the Second International Conference on Computational Intelligence in Data Mining (ICCIDM 2015) held at Bhubaneswar, Odisha, India during 5 – 6 December 2015. The two-volume Proceedings address the difficulties and challenges for the seamless integration of two core disciplines of computer science, i.e., computational intelligence and data mining. The book addresses different methods and techniques of integration for enhancing the overall goal of data mining. The book helps to disseminate the knowledge about some innovative, active research directions in the field of data mining, machine and computational intelligence, along with some current issues and applications of related topics.

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