EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV (Record no. 57247)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03747nam a22005775i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-319-01128-8 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200421112052.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 130613s2013 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783319011288 |
| -- | 978-3-319-01128-8 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 006.3 |
| 245 10 - TITLE STATEMENT | |
| Title | EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV |
| Sub Title | International Conference held at Leiden University, July 10-13, 2013 / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XIV, 324 p. 140 illus. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Advances in Intelligent Systems and Computing, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Machine Learning and Probabilistic Models -- Complex Networks and Evolutionary Computation -- Diversity Oriented Optimization -- Set-oriented Numerics and Evolutionary Multiobjective Optimization -- Genetic Programming -- Robust Optimization. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Numerical and computational methods are nowadays used in a wide range of contexts in complex systems research, biology, physics, and engineering.  Over the last decades different methodological schools have emerged with emphasis on different aspects of computation, such as nature-inspired algorithms, set oriented numerics, probabilistic systems and Monte Carlo methods. Due to the use of different terminologies and emphasis on different aspects of algorithmic performance there is a strong need for a more integrated view and opportunities for cross-fertilization across particular disciplines. These proceedings feature 20 original publications from distinguished authors in the cross-section of computational sciences, such as machine learning algorithms and probabilistic models, complex networks and fitness landscape analysis, set oriented numerics and cell mapping, evolutionary multiobjective optimization, diversity-oriented search, and the foundations of genetic programming algorithms. By presenting cutting edge results with a strong focus on foundations and integration aspects this work presents a stepping stone towards efficient, reliable, and well-analyzed methods for complex systems management and analysis. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Emmerich, Michael. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Deutz, Andre. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Schuetze, Oliver. |
| 700 1# - AUTHOR 2 | |
| Author 2 | B�ack, Thomas. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Tantar, Emilia. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Tantar, Alexandru-Adrian. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Moral, Pierre Del. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Legrand, Pierrick. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Bouvry, Pascal. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Coello, Carlos A. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://dx.doi.org/10.1007/978-3-319-01128-8 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Heidelberg : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2013. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
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| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
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| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
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| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computational intelligence. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computational Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial Intelligence (incl. Robotics). |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 2194-5357 ; |
| 912 ## - | |
| -- | ZDB-2-ENG |
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