Soft computing and AI: (Record no. 1431180)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02535nam a2200217 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250528164623.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250528b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788184877991 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CSL |
| Transcribing agency | CSL |
| 041 ## - LANGUAGE CODE | |
| Source of code | eng |
| Language code of text/sound track or separate title | eng |
| 084 ## - COLON CLASSIFICATION NUMBER | |
| Classification number | D65,8(B),27 R5 TF |
| Assigning agency | CSL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Pratihar, Dilip K. |
| Relator term | author. |
| 9 (RLIN) | 810985 |
| 245 ## - TITLE STATEMENT | |
| Title | Soft computing and AI: |
| Remainder of title | Fundamentals and applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New Delhi: |
| Name of publisher, distributor, etc. | Narosa Publishing House |
| Date of publication, distribution, etc. | 2025. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxiii, 288p. |
| Other physical details | : ill |
| Dimensions | ; 24 cm. |
| 500 ## - GENERAL NOTE | |
| General note | Includes Nomenclature, Greek symbols, abbreviations and Index |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This textbook has been revised and renamed as Soft Computing and AI: Fundamentals and Applications – earlier published as Soft Computing: Fundamentals and Applications, begins with an introduction to Soft Computing, a family of many members, namely Genetic Algorithms (GAs), Fuzzy Logic (FL), Neural Networks (NNs), etc., including AI tools. To realize the need for a non-traditional and nature-inspired optimization tool like GA, one chapter is devoted to explain the principle of traditional optimization. The working cycle of a GA is explained in depth along with the mechanisms of some specialized GAs with appropriate examples. Working principles of non-traditional optimization tools like Simulated Annealing (SA), Particle Swarm Optimization (PSO) and Bonobo Optimization (BO) algorithm are discussed. Multi-objective optimization is covered, where the working principles of a few approaches are explained. Fuzzy sets are introduced before explaining the principle of fuzzy reasoning and clustering. The fundamentals of NNs are presented, prior to the discussion on various forms of NN including Deep Learning Neural Network (DLNN). The combined techniques, such as GA-FL, GA-NN, NN-FL and GA-FL-NN are then explained, and the last chapter deals with the applications of soft computing and AI tools in two different fields of research. This book fulfils the requirements of a large number of readers belonging to various disciplines of engineering and general sciences. The algorithms are discussed with a number of solved numerical examples. It will be a valuable book for the undergraduate and postgraduate students, researchers, scientists and practicing engineers and others. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Soft computing |
| Form subdivision | Artificial intelligence |
| 9 (RLIN) | 810986 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Fuzzy systems |
| Form subdivision | Neural networks |
| General subdivision | Genetic algorithms |
| Geographic subdivision | Artificial intelligence—Applications |
| 9 (RLIN) | 810987 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Suppress in OPAC | No |
| Koha item type | Textbook |
| Classification part | D65,8(B),27 R5 TF |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Colon Classification (CC) | Central Science Library | Faculty of Technology Library | 2024-11-19 | NAROSA BOOK DISTRIBUTORS PRIVATE LIMITED | D65,8(B),27 R5 TF | FT1793187 | 2025-05-28 | 2025-05-28 | Textbook | |||||
| Colon Classification (CC) | Central Science Library | Faculty of Technology Library | 2024-11-19 | NAROSA BOOK DISTRIBUTORS PRIVATE LIMITED | D65,8(B),27 R5;1 TF | FT1793188 | 2025-05-28 | 2025-05-28 | Textbook | |||||
| Colon Classification (CC) | Central Science Library | Faculty of Technology Library | 2024-11-19 | NAROSA BOOK DISTRIBUTORS PRIVATE LIMITED | D65,8(B),27 R5;2 TF | FT1793189 | 2025-05-28 | 2025-05-28 | Textbook | |||||
| Colon Classification (CC) | Central Science Library | Faculty of Technology Library | 2024-11-19 | NAROSA BOOK DISTRIBUTORS PRIVATE LIMITED | D65,8(B),27 R5;3 TF | FT1793190 | 2025-05-28 | 2025-05-28 | Textbook | |||||
| Colon Classification (CC) | Central Science Library | Faculty of Technology Library | 2024-11-19 | NAROSA BOOK DISTRIBUTORS PRIVATE LIMITED | D65,8(B),27 R5;4 TF | FT1793191 | 2025-05-28 | 2025-05-28 | Textbook |