Advancing information technology with immunological computing – soft computing techniques for adaptive and robust systems (Record no. 22707)
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| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250424110351.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250424b xxu||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | AIKTC-KRRC |
| Transcribing agency | AIKTC-KRRC |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 25973 |
| Author | Kaliswaran, S. |
| 245 ## - TITLE STATEMENT | |
| Title | Advancing information technology with immunological computing – soft computing techniques for adaptive and robust systems |
| 250 ## - EDITION STATEMENT | |
| Volume, Issue number | Vol.15(2), Oct |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Chennai |
| Name of publisher, distributor, etc. | ICT Academy |
| Year | 2024 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Pagination | 3532-3538p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The field of Information Technology (IT) is evolving rapidly, and with<br/>this growth comes the need for systems that are both adaptive and<br/>robust. Biological systems, especially the human immune system,<br/>demonstrate remarkable adaptability and resilience, inspiring the<br/>development of Immunological Computing (IC). This paper explores<br/>the application of immunological principles in Soft Computing<br/>techniques to create systems capable of responding to dynamic<br/>environments. Current IT systems often face challenges such as<br/>handling unpredictable changes, scalability, and security threats.<br/>Traditional computing approaches struggle to address these issues<br/>efficiently due to their rigid structures and limited adaptability.<br/>Immunological Computing, inspired by the immune system’s ability to<br/>learn, remember, and adapt, offers a promising solution. The proposed<br/>method integrates immune system mechanisms like clonal selection,<br/>immune memory, and self/non-self-recognition into computational<br/>models. These models are coupled with soft computing techniques such<br/>as fuzzy logic, genetic algorithms, and neural networks, enhancing the<br/>system’s ability to adapt to changing environments and uncertainties.<br/>In simulated tests, this approach demonstrated a significant<br/>improvement in robustness and adaptability compared to traditional IT<br/>systems. For instance, in a cybersecurity application, the<br/>immunological-based system detected and neutralized 94.6% of threats,<br/>a notable improvement over the 82.3% detected by conventional<br/>systems. Similarly, in a resource optimization scenario, the system<br/>adapted to dynamic workloads with an efficiency increase of 15%<br/>compared to static systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 4622 |
| Topical term or geographic name entry element | Computer Engineering |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 25974 |
| Co-Author | Sivasankari, R. |
| 773 0# - HOST ITEM ENTRY | |
| Place, publisher, and date of publication | Chennai ICT Academy |
| Title | ICTACT Journal on Soft Computing (IJSC) |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| URL | https://ictactjournals.in/paper/IJSC_Vol_15_Iss_2_Paper_8_3532_3538.pdf |
| Link text | Click here |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Articles Abstract Database |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | School of Engineering & Technology | School of Engineering & Technology | Archieval Section | 24/04/2025 | 2025-0656 | 24/04/2025 | 24/04/2025 | Articles Abstract Database |