Theory and New Applications of Swarm Intelligence
The field of research that studies the emergent collective intelligence of self-organized and decentralized simple agents is referred to as Swarm Intelligence. It is based on social behavior that can be observed in nature, such as flocks of birds, fish schools and bee hives, where a number of indivi...
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| Materialtyp: | Online |
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| Språk: | engelska |
| Utgiven: |
IntechOpen
2021
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| Länkar: | ONIX_20210420_9789535103646_1161 |
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| _version_ | 1869524375592501248 |
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| collection | Directory of Open Access Books |
| description | The field of research that studies the emergent collective intelligence of self-organized and decentralized simple agents is referred to as Swarm Intelligence. It is based on social behavior that can be observed in nature, such as flocks of birds, fish schools and bee hives, where a number of individuals with limited capabilities are able to come to intelligent solutions for complex problems. The computer science community have already learned about the importance of emergent behaviors for complex problem solving. Hence, this book presents some recent advances on Swarm Intelligence, specially on new swarm-based optimization methods and hybrid algorithms for several applications. The content of this book allows the reader to know more both theoretical and technical aspects and applications of Swarm Intelligence. |
| format | Online |
| id | doab-20.500.12854ir-65803 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-658032024-04-14T10:28:20Z Theory and New Applications of Swarm Intelligence Parpinelli, Rafael Lopes, Heitor S. Machine learning thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence The field of research that studies the emergent collective intelligence of self-organized and decentralized simple agents is referred to as Swarm Intelligence. It is based on social behavior that can be observed in nature, such as flocks of birds, fish schools and bee hives, where a number of individuals with limited capabilities are able to come to intelligent solutions for complex problems. The computer science community have already learned about the importance of emergent behaviors for complex problem solving. Hence, this book presents some recent advances on Swarm Intelligence, specially on new swarm-based optimization methods and hybrid algorithms for several applications. The content of this book allows the reader to know more both theoretical and technical aspects and applications of Swarm Intelligence. 2021-04-20T15:26:16Z 2021-04-20T15:26:16Z 2012 book ONIX_20210420_9789535103646_1161 9789535103646 9789535155843 https://directory.doabooks.org/handle/20.500.12854/65803 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/897/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/1405 10.5772/1405 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9789535103646 9789535155843 IntechOpen 206 open access |
| spellingShingle | Machine learning thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence Theory and New Applications of Swarm Intelligence |
| title | Theory and New Applications of Swarm Intelligence |
| title_full | Theory and New Applications of Swarm Intelligence |
| title_fullStr | Theory and New Applications of Swarm Intelligence |
| title_full_unstemmed | Theory and New Applications of Swarm Intelligence |
| title_short | Theory and New Applications of Swarm Intelligence |
| title_sort | theory and new applications of swarm intelligence |
| topic | Machine learning thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| topic_facet | Machine learning thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| url | ONIX_20210420_9789535103646_1161 |