Intelligent Systems

Intelligent Systems
Author :
Publisher : Springer Science & Business Media
Total Pages : 456
Release :
ISBN-10 : 9783642210044
ISBN-13 : 364221004X
Rating : 4/5 (44 Downloads)

Book Synopsis Intelligent Systems by : Crina Grosan

Download or read book Intelligent Systems written by Crina Grosan and published by Springer Science & Business Media. This book was released on 2011-07-29 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational intelligence is a well-established paradigm, where new theories with a sound biological understanding have been evolving. The current experimental systems have many of the characteristics of biological computers (brains in other words) and are beginning to be built to perform a variety of tasks that are difficult or impossible to do with conventional computers. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. This book comprising of 17 chapters offers a step-by-step introduction (in a chronological order) to the various modern computational intelligence tools used in practical problem solving. Staring with different search techniques including informed and uninformed search, heuristic search, minmax, alpha-beta pruning methods, evolutionary algorithms and swarm intelligent techniques; the authors illustrate the design of knowledge-based systems and advanced expert systems, which incorporate uncertainty and fuzziness. Machine learning algorithms including decision trees and artificial neural networks are presented and finally the fundamentals of hybrid intelligent systems are also depicted. Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques, machine learning and data mining would find the comprehensive coverage of this book invaluable.


Intelligent Systems Related Books

Intelligent Systems
Language: en
Pages: 456
Authors: Crina Grosan
Categories: Technology & Engineering
Type: BOOK - Published: 2011-07-29 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Computational intelligence is a well-established paradigm, where new theories with a sound biological understanding have been evolving. The current experimental
Intelligent Systems
Language: en
Pages: 0
Authors: Information Resources Management Association
Categories: Artificial intelligence
Type: BOOK - Published: 2018 - Publisher: IGI Global, Engineering Science Reference

DOWNLOAD EBOOK

Ongoing advancements in modern technology have led to significant developments in intelligent systems. With the numerous applications available, it becomes impe
Intelligent Systems and Computer Technology
Language: en
Pages: 672
Authors: D.J. Hemanth
Categories: Computers
Type: BOOK - Published: 2020-12-15 - Publisher: IOS Press

DOWNLOAD EBOOK

Recent developments in soft-computation techniques have paved the way for handling huge volumes of data, thereby bringing about significant changes and technolo
Building Intelligent Systems
Language: en
Pages: 346
Authors: Geoff Hulten
Categories: Computers
Type: BOOK - Published: 2018-03-06 - Publisher: Apress

DOWNLOAD EBOOK

Produce a fully functioning Intelligent System that leverages machine learning and data from user interactions to improve over time and achieve success. This bo
AI-Driven Intelligent Models for Business Excellence
Language: en
Pages: 293
Authors: Samala Nagaraj
Categories: Computers
Type: BOOK - Published: 2022 - Publisher: IGI Global

DOWNLOAD EBOOK

"As digital technology is taking the world in a revolutionary way and business related aspects are getting smarter this book is a potential research source on t