MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03633nam a22001817a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789352137466 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3 |
| Item number |
BHA-A |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bhattacharjee, Anindita Das |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Artificial intelligence and soft computing for beginners |
| Statement of responsibility, etc. |
By Anindita Das Bhattacharjee |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
3rd Ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Mumbai: |
| Name of publisher, distributor, etc. |
Shroff publishers and distributors, |
| Date of publication, distribution, etc. |
c2018. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
i-xxxii+519P. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
covers natural language processing and genetic algorithms. This book has been designed in such a manner so that it becomes very easy to understand the language and comprehend not only for computer Science Department student but also for Non Departmental student as well. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction to AI<br/>Intelligent Agent<br/>Logic<br/>Logic inadequacy<br/>Fuzzy sets and Uncertainties<br/>Knowledge representation with networked schemes<br/>Reasoning and Knowledge representation<br/>Uncertainties and Inconsistencies with probabilistic reasoning<br/>Search techniques<br/>Advanced search<br/>Planning<br/>Advancement of artificial intelligence expert system production system & Neural networks<br/>Natural Language processing<br/>Constraint Satisfaction problem<br/>Single objective & Multi objective genetic algorithms<br/>Artificial neural network<br/>other soft computing techniques<br/>Prolog |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The course of artificial intelligence is taken by all engineering undergraduate and postgraduate students pursuing computer Science. Apart from this, it is a popular elective in almost all other branches of engineering. It is also a field chosen for research by many doctoral students. This book has in-depth detail illustration of all the chapters of artificial intelligence (AI) with soft computing, covering the syllabus of but, gitam, JNTU, nit and few different universities. During the course of teaching artificial intelligence, the author had found that no textbook covers both artificial intelligence (AI) with intelligent systems (is) and soft computing in a comprehensive manner. This book provides a comprehensive coverage of the fundamental concepts and techniques in artificial intelligence and soft computing with mathematical in depth explanation. The main emphasis is on the solution of real world problems using the latest AI techniques. during teaching artificial intelligence, author realized that the basic text books do not have an organized content according to the syllabus. In this book all the chapters are organized properly and contain a complete coverage. The sequence of the chapters has been set in a manner which would be very easy for the students to understand. The main importance of this book is on the solution of many real world problems. Each Chapter contains multiple choice questions with answer and possible explanation. Also some important solutions and answers at the end as “take a look to be more acquainted with”. in addition, modern and current topic in AI for an example <pattern recognition, data clustering algorithm, genetic algorithm with data clustering method, swarm intelligence, tabu search, ant colony optimization are discussed in details. These concepts may motivate students to do projects.This book contains information about programming languages and the proper syntax with example is provided which may help students to practically apply this programming concepts. Mathematical explanation to understand the concept in detail about single & multi objective genetic algorithm, neural network, fuzzy logic is provided. The basic coverage of each and every Chapter is mentioned before the Chapter as “Chapter utility”. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence. Soft computing. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Book |
