New Achievements in Evolutionary Computation
Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm...
Uloženo v:
| Hlavní autor: | |
|---|---|
| Médium: | E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
IntechOpen
2010
|
| Témata: | |
| ISBN: | 9535158538, 9789535158530, 9789533070537, 9533070536 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. However, even with so much work done, novel research into new techniques and new areas of usage is far from over. This book presents some new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers in computer science, and anyone else with an interest in learning about the latest developments in evolutionary computation. |
|---|---|
| AbstractList | Evolutionary computation has been widely used in computer science for decades. Eventhough it started as far back as the 1960s with simulated evolution, the subject is stillevolving. During this time, new metaheuristic optimization approaches, like evolutionaryalgorithms, genetic algorithms, swarm intelligence, etc., were being developed and newfields of usage in artificial intelligence, machine learning, combinatorial and numericaloptimization, etc., were being explored. However, even with so much work done, novelresearch into new techniques and new areas of usage is far from over. This book presentssome new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers incomputer science, and anyone else with an interest in learning about the latestdevelopments in evolutionary computation. Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. However, even with so much work done, novel research into new techniques and new areas of usage is far from over. This book presents some new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers in computer science, and anyone else with an interest in learning about the latest developments in evolutionary computation. |
| Author | Peter Korosec |
| Author_xml | – sequence: 1 fullname: Peter Korosec |
| BookMark | eNotzMtOwzAUBFBLgAR9fAEs8gEE_L72sopKQapgA-vIia8hkNpRnRbx9xSF1czoSDMj5zFFJGTB6J0C4PeCGnFGZlYJxZRRwlySZc6flFJujJVaXpHbZ_wuVu1Hh0fcYRxz0cVifUz9YexSdPufokq74TC6v7kgF8H1GZf_OSdvD-vX6rHcvmyeqtW2dJaDKY1rmXfOBI0NV8FrzzXQAI1WirEgTpUGagNwrVuLBqVUjbVeITMcsBVzcjP9Drjv8T3VTUpfueaUgQBx4uuJkxsw1j65ybUEbcUv9qRI-Q |
| ContentType | eBook |
| DBID | V1H YSPEL |
| DOI | 10.5772/3083 |
| DatabaseName | DOAB: Directory of Open Access Books Perlego |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: V1H name: DOAB: Directory of Open Access Books url: https://directory.doabooks.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| Editor | Korosec, Peter |
| Editor_xml | – sequence: 1 fullname: Korosec, Peter |
| ExternalDocumentID | 2017373 64769 |
| Genre | Electronic books |
| GroupedDBID | ACBYE ALMA_UNASSIGNED_HOLDINGS FR4 V1H YSPEL |
| ID | FETCH-LOGICAL-a9278-8ac1daa8f6eb25fd6d2670f7b65511f30f70f09f7266c9e8e445b99d5e1827ec3 |
| IEDL.DBID | V1H |
| ISBN | 9535158538 9789535158530 9789533070537 9533070536 |
| IngestDate | Tue Dec 02 16:17:29 EST 2025 Wed Oct 08 01:48:03 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | false |
| IsScholarly | false |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-a9278-8ac1daa8f6eb25fd6d2670f7b65511f30f70f09f7266c9e8e445b99d5e1827ec3 |
| OpenAccessLink | https://directory.doabooks.org/handle/20.500.12854/64769 |
| PageCount | 328 |
| ParticipantIDs | perlego_books_2017373 oapen_doabooks_64769 |
| PublicationCentury | 2000 |
| PublicationDate | 2010 |
| PublicationDateYYYYMMDD | 2010-01-01 |
| PublicationDate_xml | – year: 2010 text: 2010 |
| PublicationDecade | 2010 |
| PublicationYear | 2010 |
| Publisher | IntechOpen |
| Publisher_xml | – name: IntechOpen |
| SSID | ssj0002889464 |
| Score | 1.8378856 |
| Snippet | Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the... Evolutionary computation has been widely used in computer science for decades. Eventhough it started as far back as the 1960s with simulated evolution, the... |
| SourceID | perlego oapen |
| SourceType | Publisher |
| SubjectTerms | Computer architecture & logic design Computer architecture and logic design Computer science Computing and Information Technology |
| Title | New Achievements in Evolutionary Computation |
| URI | https://directory.doabooks.org/handle/20.500.12854/64769 https://www.perlego.com/book/2017373/new-achievements-in-evolutionary-computation-pdf |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07T8MwED6VFiHEUKAgyksZGAmN4_iREaFWHVDFAFW3yrEd0SWt0lKJf8_ZTisGJrY4TqTY59x3n893B_DACqpsQnRsEH3ijAodS5PpmBlrkQ8por33fPoqJhM5m-VvLZC7WJigyJfuVPNSOTtz7d35IeUAMvUnlriMCJJlA54Jnh9ABxkOd7RrSsb73ZVUyjzjrqaTPz4pcKnx0ED8RoSSIffOvlPs26E_OYIT1CcMbc8BTVxOwc5SrWyFVvLK1kjof6PQqPv_7z-FjnVRDWfQstU5dHe1HKLm1-7BI2q76Fl_LqxPIL5ZR4sqGm6bhanq7yi84wV5AR-j4fvLOG4qKcQqT5EmSqWJUUqWHIk0Kw03KRdJKQqOBhMpKV4mZZKXAuFa51baLGNFnhtmkX4Iq-kltKtlZa8gEkRrw3VpUgQ2jZJUhktOiKZF4cJ2-9DzMzXfjX_ux9mHi2bi5uEuGh6CCnr99-M3cBzc9G6v4xbam_rL3sGh3m4W6_rey_oHMRGjag |
| linkProvider | Open Access Publishing in European Networks |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=book&rft.title=New+Achievements+in+Evolutionary+Computation&rft.au=Peter+Korosec&rft.date=2010-01-01&rft.pub=IntechOpen&rft.isbn=9789535158530&rft_id=info:doi/10.5772%2F3083&rft.externalDBID=YSPEL&rft.externalDocID=2017373 |
| thumbnail_l | http://cvtisr.summon.serialssolutions.com/2.0.0/image/custom?url=https%3A%2F%2Fwww.perlego.com%2Fbooks%2FRM_Books%2Fintech_open_dlgubfoh%2F9789535158530.jpg |