Evolutionary computation in bioinformatics:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
Morgan Kaufmann Publishers
©2003
|
| Schlagworte: | |
| Online-Zugang: | FAW01 Volltext |
| Beschreibung: | Includes bibliographical references Bioinformatics has never been as popular as it is today. The genomics revolution is generating so much data in such rapid succession that it has become difficult for biologists to decipher. In particular, there are many problems in biology that are too large to solve with standard methods. Researchers in evolutionary computation (EC) have turned their attention to these problems. They understand the power of EC to rapidly search very large and complex spaces and return reasonable solutions. While these researchers are increasingly interested in problems from the biological sciences, EC and its problem-solving capabilities are generally not yet understood or applied in the biology community. This book offers a definitive resource to bridge the computer science and biology communities. Gary Fogel and David Corne, well-known representatives of these fields, introduce biology and bioinformatics to computer scientists, and evolutionary computation to biologists and computer scientists unfamiliar with these techniques. The fourteen chapters that follow are written by leading computer scientists and biologists who examine successful applications of evolutionary computation to various problems in the biological sciences. * Describes applications of EC to bioinformatics in a wide variety of areas including DNA sequencing, protein folding, gene and protein classification, drug targeting, drug design, data mining of biological databases, and biodata visualization. * Offers industrial and academic researchers in computer science, biology, and bioinformatics an important resource for applying evolutionary computation. * Includes a detailed appendix of biological data resources |
| Beschreibung: | 1 Online-Ressource (xxi, 393 pages) |
| ISBN: | 0080506089 1558607978 9780080506081 9781558607972 |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:17:57Z |
| institution | BVB |
| isbn | 0080506089 1558607978 9780080506081 9781558607972 |
| language | English |
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| physical | 1 Online-Ressource (xxi, 393 pages) |
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| spelling | Evolutionary computation in bioinformatics edited by Gary B. Fogel, David W. Corne Amsterdam Morgan Kaufmann Publishers ©2003 1 Online-Ressource (xxi, 393 pages) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references Bioinformatics has never been as popular as it is today. The genomics revolution is generating so much data in such rapid succession that it has become difficult for biologists to decipher. In particular, there are many problems in biology that are too large to solve with standard methods. Researchers in evolutionary computation (EC) have turned their attention to these problems. They understand the power of EC to rapidly search very large and complex spaces and return reasonable solutions. While these researchers are increasingly interested in problems from the biological sciences, EC and its problem-solving capabilities are generally not yet understood or applied in the biology community. This book offers a definitive resource to bridge the computer science and biology communities. Gary Fogel and David Corne, well-known representatives of these fields, introduce biology and bioinformatics to computer scientists, and evolutionary computation to biologists and computer scientists unfamiliar with these techniques. The fourteen chapters that follow are written by leading computer scientists and biologists who examine successful applications of evolutionary computation to various problems in the biological sciences. * Describes applications of EC to bioinformatics in a wide variety of areas including DNA sequencing, protein folding, gene and protein classification, drug targeting, drug design, data mining of biological databases, and biodata visualization. * Offers industrial and academic researchers in computer science, biology, and bioinformatics an important resource for applying evolutionary computation. * Includes a detailed appendix of biological data resources NATURE / Reference bisacsh SCIENCE / Life Sciences / General bisacsh SCIENCE / Life Sciences / Biology bisacsh Bioinformática larpcal Bioinformatics fast Evolutionary computation fast Bioinformatics Evolutionary computation Bioinformatik (DE-588)4611085-9 gnd rswk-swf Evolutionärer Algorithmus (DE-588)4366912-8 gnd rswk-swf Evolutionsbiologie (DE-588)4153283-1 gnd rswk-swf Evolutionärer Algorithmus (DE-588)4366912-8 s Bioinformatik (DE-588)4611085-9 s 1\p DE-604 Evolutionsbiologie (DE-588)4153283-1 s 2\p DE-604 Fogel, Gary Sonstige oth Corne, David Sonstige oth http://www.sciencedirect.com/science/book/9781558607972 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Evolutionary computation in bioinformatics NATURE / Reference bisacsh SCIENCE / Life Sciences / General bisacsh SCIENCE / Life Sciences / Biology bisacsh Bioinformática larpcal Bioinformatics fast Evolutionary computation fast Bioinformatics Evolutionary computation Bioinformatik (DE-588)4611085-9 gnd Evolutionärer Algorithmus (DE-588)4366912-8 gnd Evolutionsbiologie (DE-588)4153283-1 gnd |
| subject_GND | (DE-588)4611085-9 (DE-588)4366912-8 (DE-588)4153283-1 |
| title | Evolutionary computation in bioinformatics |
| title_auth | Evolutionary computation in bioinformatics |
| title_exact_search | Evolutionary computation in bioinformatics |
| title_full | Evolutionary computation in bioinformatics edited by Gary B. Fogel, David W. Corne |
| title_fullStr | Evolutionary computation in bioinformatics edited by Gary B. Fogel, David W. Corne |
| title_full_unstemmed | Evolutionary computation in bioinformatics edited by Gary B. Fogel, David W. Corne |
| title_short | Evolutionary computation in bioinformatics |
| title_sort | evolutionary computation in bioinformatics |
| topic | NATURE / Reference bisacsh SCIENCE / Life Sciences / General bisacsh SCIENCE / Life Sciences / Biology bisacsh Bioinformática larpcal Bioinformatics fast Evolutionary computation fast Bioinformatics Evolutionary computation Bioinformatik (DE-588)4611085-9 gnd Evolutionärer Algorithmus (DE-588)4366912-8 gnd Evolutionsbiologie (DE-588)4153283-1 gnd |
| topic_facet | NATURE / Reference SCIENCE / Life Sciences / General SCIENCE / Life Sciences / Biology Bioinformática Bioinformatics Evolutionary computation Bioinformatik Evolutionärer Algorithmus Evolutionsbiologie |
| url | http://www.sciencedirect.com/science/book/9781558607972 |
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