Hybridizing And Applying Computational Intelligence Techniques
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Author | : Siddhartha Bhattacharyya |
Publisher | : Academic Press |
Total Pages | : 251 |
Release | : 2020-03-05 |
Genre | : Computers |
ISBN | : 012818700X |
Hybrid Computational Intelligence: Challenges and Utilities is a comprehensive resource that begins with the basics and main components of computational intelligence. It brings together many different aspects of the current research on HCI technologies, such as neural networks, support vector machines, fuzzy logic and evolutionary computation, while also covering a wide range of applications and implementation issues, from pattern recognition and system modeling, to intelligent control problems and biomedical applications. The book also explores the most widely used applications of hybrid computation as well as the history of their development. Each individual methodology provides hybrid systems with complementary reasoning and searching methods which allow the use of domain knowledge and empirical data to solve complex problems. - Provides insights into the latest research trends in hybrid intelligent algorithms and architectures - Focuses on the application of hybrid intelligent techniques for pattern mining and recognition, in big data analytics, and in human-computer interaction - Features hybrid intelligent applications in biomedical engineering and healthcare informatics
Author | : Kit Yan Chan |
Publisher | : Springer Science & Business Media |
Total Pages | : 246 |
Release | : 2012-02-18 |
Genre | : Computers |
ISBN | : 3642274757 |
Applying computational intelligence for product design is a fast-growing and promising research area in computer sciences and industrial engineering. However, there is currently a lack of books, which discuss this research area. This book discusses a wide range of computational intelligence techniques for implementation on product design. It covers common issues on product design from identification of customer requirements in product design, determination of importance of customer requirements, determination of optimal design attributes, relating design attributes and customer satisfaction, integration of marketing aspects into product design, affective product design, to quality control of new products. Approaches for refinement of computational intelligence are discussed, in order to address different issues on product design. Cases studies of product design in terms of development of real-world new products are included, in order to illustrate the design procedures, as well as the effectiveness of the computational intelligence based approaches to product design. This book covers the state-of-art of computational intelligence methods for product design, which provides a clear picture to post-graduate students in industrial engineering and computer science. It is particularly suitable for researchers and professionals working on computational intelligence for product design. It provides concepts, techniques and methodologies, for product designers in applying computational intelligence to deal with product design.
Author | : Albastaki, Yousif Abdullatif |
Publisher | : IGI Global |
Total Pages | : 332 |
Release | : 2020-02-14 |
Genre | : Computers |
ISBN | : 1799824209 |
Recently, cryptology problems, such as designing good cryptographic systems and analyzing them, have been challenging researchers. Many algorithms that take advantage of approaches based on computational intelligence techniques, such as genetic algorithms, genetic programming, and so on, have been proposed to solve these issues. Implementing Computational Intelligence Techniques for Security Systems Design is an essential research book that explores the application of computational intelligence and other advanced techniques in information security, which will contribute to a better understanding of the factors that influence successful security systems design. Featuring a range of topics such as encryption, self-healing systems, and cyber fraud, this book is ideal for security analysts, IT specialists, computer engineers, software developers, technologists, academicians, researchers, practitioners, and students.
Author | : Iztok Fister |
Publisher | : Springer |
Total Pages | : 242 |
Release | : 2015-01-24 |
Genre | : Technology & Engineering |
ISBN | : 3319144006 |
This carefully edited book takes a walk through recent advances in adaptation and hybridization in the Computational Intelligence (CI) domain. It consists of ten chapters that are divided into three parts. The first part illustrates background information and provides some theoretical foundation tackling the CI domain, the second part deals with the adaptation in CI algorithms, while the third part focuses on the hybridization in CI. This book can serve as an ideal reference for researchers and students of computer science, electrical and civil engineering, economy, and natural sciences that are confronted with solving the optimization, modeling and simulation problems. It covers the recent advances in CI that encompass Nature-inspired algorithms, like Artificial Neural networks, Evolutionary Algorithms and Swarm Intelligence –based algorithms.
Author | : Shubhabrata Datta |
Publisher | : CRC Press |
Total Pages | : 185 |
Release | : 2016-10-26 |
Genre | : Mathematics |
ISBN | : 1482238330 |
Several statistical techniques are used for the design of materials through extraction of knowledge from existing data banks. These approaches are getting more attention with the application of computational intelligence techniques. This book illustrates the alternative but effective methods of designing materials, where models are developed through capturing the inherent correlations among the variables on the basis of available imprecise knowledge in the form of rules or database, as well as through the extraction of knowledge from experimental or industrial database, and using optimization tools.
Author | : Leszek Rutkowski |
Publisher | : Springer Science & Business Media |
Total Pages | : 519 |
Release | : 2008-05-29 |
Genre | : Mathematics |
ISBN | : 3540762876 |
This quite simply superb book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. These techniques are today commonly applied to issues of artificial intelligence. The book presents methods of knowledge representation using different techniques, namely the rough sets, type-1 fuzzy sets and type-2 fuzzy sets. Next up, various neural network architectures are presented and their learning algorithms are derived. Then, the family of evolutionary algorithms is discussed, including connections between these techniques and neural networks and fuzzy systems. Finally, various methods of data partitioning and algorithms of automatic data clustering are given and new neuro-fuzzy architectures are studied and compared.
Author | : Daniel-Petru GHENCEA |
Publisher | : Infinite Study |
Total Pages | : 17 |
Release | : |
Genre | : |
ISBN | : |
Lucrarea propune un model de previziune a comportării arborelui principal din punct de vedere al deformaţiilor termice şi a nivelului vibraţiilor prin evidenţierea şi prelucrarea ecuaţiilor caracteristice.
Author | : Radek Silhavy |
Publisher | : Springer |
Total Pages | : 406 |
Release | : 2017-09-04 |
Genre | : Technology & Engineering |
ISBN | : 3319676210 |
The book discusses real-world problems and exploratory research in computational intelligence and mathematical models. It brings new approaches and methods to real-world problems and exploratory research that describes novel approaches in the mathematical methods, computational intelligence methods and software engineering in the scope of the intelligent systems. This book constitutes the refereed proceedings of the Computational Methods in Systems and Software 2017, a conference that provided an international forum for the discussion of the latest high-quality research results in all areas related to computational methods, statistics, cybernetics and software engineering.
Author | : M Sudha |
Publisher | : Educreation Publishing |
Total Pages | : 128 |
Release | : 2019-01-20 |
Genre | : Education |
ISBN | : |
Applied Computational Intelligence, presents comprehensive collection of algorithms, computational methods, implementation platform and experimental studies based on real world problems. Addresses the benefits of computational Intelligence in decision support. It will guide you with suitable examples on how to handle raw dataset and the methodologies of applied Computational Intelligence in today's challenging problems.
Author | : Bhattacharyya, Siddhartha |
Publisher | : IGI Global |
Total Pages | : 471 |
Release | : 2016-11-29 |
Genre | : Computers |
ISBN | : 1522517774 |
Data mining analysis techniques have undergone significant developments in recent years. This has led to improved uses throughout numerous functions and applications. Intelligent Multidimensional Data Clustering and Analysis is an authoritative reference source for the latest scholarly research on the advantages and challenges presented by the use of cluster analysis techniques. Highlighting theoretical foundations, computing paradigms, and real-world applications, this book is ideally designed for researchers, practitioners, upper-level students, and professionals interested in the latest developments in cluster analysis for large data sets.