EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV: International Conference Held at Leiden University, July 10-13, 2013 (2013) (Advances in Intelligent Systems and Computing #227)
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- Synopsis
- 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.
- Copyright:
- 2013
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9783319011288
- Related ISBNs:
- 9783319011271
- Publisher:
- Springer International Publishing
- Date of Addition:
- 07/08/22
- Copyrighted By:
- N/A
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Computers and Internet, Technology
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Michael Emmerich
- Edited by:
- Andre Deutz
- Edited by:
- Oliver Schuetze
- Edited by:
- Thomas Bäck
- Edited by:
- Emilia Tantar
- Edited by:
- Alexandru-Adrian Tantar
- Edited by:
- Del Moral. P
- Edited by:
- Pierrick Legrand
- Edited by:
- Pascal Bouvry
- Edited by:
- Carlos A. Coello
Reviews
Other Books
- by Michael Emmerich
- by Thomas Bäck
- by Pascal Bouvry
- by Pierrick Legrand
- by Emilia Tantar
- by Alexandru-Adrian Tantar
- by Oliver Schuetze
- by Carlos A. Coello
- by Andre Deutz
- by Del Moral. P
- in Nonfiction
- in Computers and Internet
- in Technology