Soft computing and AI Fundamentals and Applications (Record no. 2447)
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| fixed length control field | 01845nam a22001577a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20241023143834.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241023b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788184877991 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Item number | PRA |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Pratihar, K. Dilip |
| 245 ## - TITLE STATEMENT | |
| Title | Soft computing and AI Fundamentals and Applications |
| Statement of responsibility, etc. | Dilip K. Pratihar |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Name of publisher, distributor, etc. | Narosa |
| Date of publication, distribution, etc. | 2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Page number | 288 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Soft Computing starts with an introduction to soft computing, a family consists of many members, namely genetic algorithms (GAs), fuzzy logic (FL), neural networks (NNs), and others. To realize the need for a non-traditional optimization tool like GA, one chapter is devoted to explain the principle of traditional optimization. The working cycle of a GA is explained in detail. The mechanisms of some specialized GAs are then discussed with some appropriate examples. The working principles of some other non-traditional optimization tools like simulated annealing (SA) and particle swarm optimization (PSO) are discussed in detail. Multi-objective optimization has been dealt in a separate chapter, 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. 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 in two different fields of research.<br/><br/>It has been written to fulfill 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 very much helpful to the students, scientists and practicing engineers. |
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| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Inventory number | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Currency | Koha item type | Date last checked out | Checked out |
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| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | MECHANICAL ENGINEERING | 23.10.2024 | Technical Bureau India | 695.00 | TB1948 DT 7/10/2024 | 006.3 PRA | 0007092 | 23.10.2024 | 695.00 | 23.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | MECHANICAL ENGINEERING | 23.10.2024 | Technical Bureau India | 695.00 | TB1948 DT 7/10/2024 | 006.3 PRA | 0007093 | 23.10.2024 | 695.00 | 23.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | MECHANICAL ENGINEERING | 23.10.2024 | Technical Bureau India | 695.00 | TB1948 DT 7/10/2024 | 006.3 PRA | 0007094 | 23.10.2024 | 695.00 | 23.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | MECHANICAL ENGINEERING | 23.10.2024 | Technical Bureau India | 695.00 | TB1948 DT 7/10/2024 | 006.3 PRA | 0007095 | 23.10.2024 | 695.00 | 23.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | MECHANICAL ENGINEERING | 23.10.2024 | Technical Bureau India | 695.00 | TB1948 DT 7/10/2024 | 006.3 PRA | 0007096 | 23.10.2024 | 695.00 | 23.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | MECHANICAL ENGINEERING | 23.10.2024 | Technical Bureau India | 695.00 | TB1948 DT 7/10/2024 | 006.3 PRA | 0007097 | 23.10.2024 | 695.00 | 23.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | MECHANICAL ENGINEERING | 23.10.2024 | Technical Bureau India | 695.00 | TB1948 DT 7/10/2024 | 006.3 PRA | 0007098 | 23.10.2024 | 695.00 | 23.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | MECHANICAL ENGINEERING | 23.10.2024 | Technical Bureau India | 695.00 | TB1948 DT 7/10/2024 | 1 | 006.3 PRA | 0007099 | 19.12.2024 | 695.00 | 23.10.2024 | INR | Books | 21.11.2024 | |||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | MECHANICAL ENGINEERING | 23.10.2024 | Technical Bureau India | 695.00 | TB1948 DT 7/10/2024 | 1 | 006.3 PRA | 0007100 | 29.10.2024 | 695.00 | 23.10.2024 | INR | Books | 29.10.2024 | 29.12.2025 | ||||
| Dewey Decimal Classification | Not For Loan | Reference | IIITDM Kurnool | IIITDM Kurnool | Reference | 23.10.2024 | Technical Bureau India | 695.00 | TB1948 DT 7/10/2024 | 006.3 PRA | 0007101 | 23.10.2024 | 695.00 | 23.10.2024 | INR | Reference | ||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | Fiction | 28.10.2024 | Technical Bureau India | 695.00 | TB1947 DT 7/10/2024 | 006.3 PRA | 0007158 | 29.10.2024 | 695.00 | 28.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | Fiction | 28.10.2024 | Technical Bureau India | 695.00 | TB1947 DT 7/10/2024 | 006.3 PRA | 0007159 | 29.10.2024 | 695.00 | 28.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | Fiction | 28.10.2024 | Technical Bureau India | 695.00 | TB1947 DT 7/10/2024 | 006.3 PRA | 0007160 | 29.10.2024 | 695.00 | 28.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | Fiction | 28.10.2024 | Technical Bureau India | 695.00 | TB1947 DT 7/10/2024 | 006.3 PRA | 0007161 | 29.10.2024 | 695.00 | 28.10.2024 | INR | Books | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | Fiction | 28.10.2024 | Technical Bureau India | 695.00 | TB1947 DT 7/10/2024 | 006.3 PRA | 0007162 | 29.10.2024 | 695.00 | 28.10.2024 | INR | Books |