Evolutionary Computation
This book presents several recent advances on Evolutionary Computation, specially evolution-based optimization methods and hybrid algorithms for several applications, from optimization and learning to pattern recognition and bioinformatics. This book also presents new algorithms based on several ana...
Gorde:
| Formatua: | Online |
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| Hizkuntza: | ingelesa |
| Argitaratua: |
IntechOpen
2021
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| Gaiak: | |
| Sarrera elektronikoa: | ONIX_20210420_9789533070087_104 |
| Etiketak: |
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| _version_ | 1869516649593307136 |
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| collection | Directory of Open Access Books |
| description | This book presents several recent advances on Evolutionary Computation, specially evolution-based optimization methods and hybrid algorithms for several applications, from optimization and learning to pattern recognition and bioinformatics. This book also presents new algorithms based on several analogies and metafores, where one of them is based on philosophy, specifically on the philosophy of praxis and dialectics. In this book it is also presented interesting applications on bioinformatics, specially the use of particle swarms to discover gene expression patterns in DNA microarrays. Therefore, this book features representative work on the field of evolutionary computation and applied sciences. The intended audience is graduate, undergraduate, researchers, and anyone who wishes to become familiar with the latest research work on this field. |
| format | Online |
| id | doab-20.500.12854ir-64748 |
| 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-647482024-04-14T10:28:11Z Evolutionary Computation Pinheiro dos Santos, Wellington Computer architecture & logic design thema EDItEUR::U Computing and Information Technology::UY Computer science::UYF Computer architecture and logic design This book presents several recent advances on Evolutionary Computation, specially evolution-based optimization methods and hybrid algorithms for several applications, from optimization and learning to pattern recognition and bioinformatics. This book also presents new algorithms based on several analogies and metafores, where one of them is based on philosophy, specifically on the philosophy of praxis and dialectics. In this book it is also presented interesting applications on bioinformatics, specially the use of particle swarms to discover gene expression patterns in DNA microarrays. Therefore, this book features representative work on the field of evolutionary computation and applied sciences. The intended audience is graduate, undergraduate, researchers, and anyone who wishes to become familiar with the latest research work on this field. 2021-04-20T14:54:42Z 2021-04-20T14:54:42Z 2009 book ONIX_20210420_9789533070087_104 9789533070087 9789535159131 https://directory.doabooks.org/handle/20.500.12854/64748 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/3749/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/234 10.5772/234 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9789533070087 9789535159131 IntechOpen 584 open access |
| spellingShingle | Computer architecture & logic design thema EDItEUR::U Computing and Information Technology::UY Computer science::UYF Computer architecture and logic design Evolutionary Computation |
| title | Evolutionary Computation |
| title_full | Evolutionary Computation |
| title_fullStr | Evolutionary Computation |
| title_full_unstemmed | Evolutionary Computation |
| title_short | Evolutionary Computation |
| title_sort | evolutionary computation |
| topic | Computer architecture & logic design thema EDItEUR::U Computing and Information Technology::UY Computer science::UYF Computer architecture and logic design |
| topic_facet | Computer architecture & logic design thema EDItEUR::U Computing and Information Technology::UY Computer science::UYF Computer architecture and logic design |
| url | ONIX_20210420_9789533070087_104 |