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
[Advances in Intelligent Systems and Computing] EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II Volume 175 || Evolutionary Algorithms and Water Resources Optimization
✍ Scribed by Schütze, Oliver; Coello Coello, Carlos A.; Tantar, Alexandru-Adrian; Tantar, Emilia; Bouvry, Pascal; Del Moral, Pierre; Legrand, Pierrick
- Book ID
- 120508559
- Publisher
- Springer Berlin Heidelberg
- Year
- 2013
- Tongue
- English
- Weight
- 323 KB
- Edition
- 2
- Category
- Article
- ISBN
- 3642315194
No coin nor oath required. For personal study only.
✦ Synopsis
This book comprises a selection of papers from the EVOLVE 2012 held in Mexico City, Mexico. The aim of the EVOLVE is to build a bridge between probability, set oriented numerics and evolutionary computing, as to identify new common and challenging research aspects. The conference is also intended to foster a growing interest for robust and efficient methods with a sound theoretical background. EVOLVE is intended to unify theory-inspired methods and cutting-edge techniques ensuring performance guarantee factors. By gathering researchers with different backgrounds, a unified view and vocabulary can emerge where the theoretical advancements may echo in different domains. Summarizing, the EVOLVE focuses on challenging aspects arising at the passage from theory to new paradigms and aims to provide a unified view while raising questions related to reliability, performance guarantees and modeling. The papers of the EVOLVE 2012 make a contribution to this goal.
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