國立高雄大學圖資館 |

Language: English

Back

Illustrated computational intelligen...

Sajja, Priti Srinivas.

Illustrated computational intelligenceexamples and applications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Illustrated computational intelligenceby Priti Srinivas Sajja.
Reminder of title:	examples and applications /
Author:	Sajja, Priti Srinivas.
Published:	Singapore :Springer Singapore :2021.
Description:	xv, 225 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Computational intelligence.
Online resource:	https://doi.org/10.1007/978-981-15-9589-9
ISBN:	9789811595899$q(electronic bk.)

Illustrated computational intelligenceexamples and applications /
Sajja, Priti Srinivas.

Illustrated computational intelligenceexamples and applications /[electronic resource] :by Priti Srinivas Sajja. - Singapore :Springer Singapore :2021. - xv, 225 p. :ill., digital ;24 cm. - Studies in computational intelligence,v.9311860-949X ;. - Studies in computational intelligence ;v. 216..

Introduction to Traditional AI -- Soft Computing Fundamentals -- Examples Based on Fuzzy Logic Systems -- Examples Based on Artificial Neural Network -- Examples Based on Genetic Algorithms -- Examples Based on Hybrid Intelligent Systems.

This book presents a summary of artificial intelligence and machine learning techniques in its first two chapters. The remaining chapters of the book provide everything one must know about the basic artificial intelligence to modern machine intelligence techniques including the hybrid computational intelligence technique, using the concepts of several real-life solved examples, design of projects and research ideas. The solved examples with more than 200 illustrations presented in the book are a great help to instructors, students, non-AI professionals, and researchers. Each example is discussed in detail with encoding, normalization, architecture, detailed design, process flow, and sample input/output. Summary of the fundamental concepts with solved examples is a unique combination and highlight of this book.

ISBN: 9789811595899$q(electronic bk.)

Standard No.: 10.1007/978-981-15-9589-9doiSubjects--Topical Terms:

210824
Computational intelligence.

LC Class. No.: Q342 / .S75 2021

Dewey Class. No.: 006.3

Illustrated computational intelligenceexamples and applications /
LDR:02149nmm a2200337 a 4500 001 595981
003 DE-He213
005 20201116090114.0
006 m d
007 cr nn 008maaau
008 211013s2021 si s 0 eng d
020 $a 9789811595899$q(electronic bk.)
020 $a 9789811595882$q(paper)
024 7 $a 10.1007/978-981-15-9589-9 $2 doi
035 $a 978-981-15-9589-9
040 $a GP $c GP $e rda
041 0 $a eng
050 4 $a Q342 $b .S75 2021
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q342 $b .S158 2021
100 1 $a Sajja, Priti Srinivas. $3 761214
245 1 0 $a Illustrated computational intelligence $h [electronic resource] : $b examples and applications / $c by Priti Srinivas Sajja.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a xv, 225 p. : $b ill., digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-949X ; $v v.931
505 0 $a Introduction to Traditional AI -- Soft Computing Fundamentals -- Examples Based on Fuzzy Logic Systems -- Examples Based on Artificial Neural Network -- Examples Based on Genetic Algorithms -- Examples Based on Hybrid Intelligent Systems.
520 $a This book presents a summary of artificial intelligence and machine learning techniques in its first two chapters. The remaining chapters of the book provide everything one must know about the basic artificial intelligence to modern machine intelligence techniques including the hybrid computational intelligence technique, using the concepts of several real-life solved examples, design of projects and research ideas. The solved examples with more than 200 illustrations presented in the book are a great help to instructors, students, non-AI professionals, and researchers. Each example is discussed in detail with encoding, normalization, architecture, detailed design, process flow, and sample input/output. Summary of the fundamental concepts with solved examples is a unique combination and highlight of this book.
650 0 $a Computational intelligence. $3 210824
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Security Science and Technology. $3 510148
650 2 4 $a Machine Learning. $3 833608
650 2 4 $a Data Structures and Information Theory. $3 825714
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Studies in computational intelligence ; $v v. 216. $3 380871
856 4 0 $u https://doi.org/10.1007/978-981-15-9589-9
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)