SNDT WOMEN'S UNIVERSITY
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Metaheuristic Algorithms in Smart Farming: An Analytical Survey (Record no. 130132)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01956nam a2200181 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241112b |||||||| |||| 00| 0 eng d |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Aishwarya Mishra |
| 245 ## - TITLE STATEMENT | |
| Title | Metaheuristic Algorithms in Smart Farming: An Analytical Survey |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | p46-65 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. biblio.abstract | The techniques for solving complex optimization problems using nature inspired metaheuristic algorithms are widely accepted. Nature inspired methods use nature derived approaches to offer an efficient solution within polynomial time. This paper presents analytics of some of the significant nature inspired metaheuristic algorithms. It elaborates on the principles and concepts that are used in these algorithms representing their similarities, variations, and exceptions. The taxonomical classification and analytics presented in this paper list the nature derived phenomenon used to develop a wide variety of nature-inspired techniques. The algorithms are classified as per the type of agents used, search techniques, sub-optimization methods, type of constraints, and nature of problems. The survey comprehends the use of control parameters like exploration and convergence applicable to these algorithms and their domain specifications. The sources of nature inspiration are also presented with their variants. It establishes the analytics required to choose a specific nature-inspired heuristic algorithm for smart farming and related applications. Metaheuristic algorithms like Particle Swarm optimization, Ant colony optimization, Whale optimization, Firefly optimization, etc. have contributed significantly in assisting smart farming methods for better productivity of crops. |
| 654 ## - SUBJECT ADDED ENTRY--FACETED TOPICAL TERMS | |
| Subject | <a href="Nature inspired algorithms">Nature inspired algorithms</a> |
| -- | <a href="Optimization algorithms">Optimization algorithms</a> |
| -- | <a href="Evolutionary algorithms">Evolutionary algorithms</a> |
| -- | <a href="Smart farming">Smart farming</a> |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Lavika Goel |
| 773 0# - HOST ITEM ENTRY | |
| Host Biblionumber | 80270 |
| Host Itemnumber | 109582 |
| Place, publisher, and date of publication | New Delhi IETE |
| Title | IETE Technical Review |
| International Standard Serial Number | 0256-4602 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Journal Article |
| 773 0# - HOST ITEM ENTRY | |
| -- | JP25 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| -- | ddc |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Location (home branch) | Sublocation or collection (holding branch) | Date acquired | Koha issues (times borrowed) | Piece designation (barcode) | Koha date last seen | Price effective from | Koha item type |
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| Dewey Decimal Classification | SNDT Juhu | SNDT Juhu | 12/11/2024 | JP25.7 | 12/11/2024 | 12/11/2024 | Journal Article |