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Reactive Search and Intelligent Optimization
- Editore:
SPRINGER NATURE
- Collana:
- Operations Research/Computer S
- EAN:
9780387096230
- ISBN:
038709623X
- Pagine:
- 196
- Formato:
- Hardback
- Lingua:
- Inglese
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Descrizione Reactive Search and Intelligent Optimization
Reactive Search integrates sub-symbolic machine learning techniques into search heuristics for solving complex optimization problems. By automatically adjusting the working parameters, a reactive search self-tunes and adapts, effectively learning by doing until a solution is found. Intelligent Optimization, a superset of Reactive Search, concerns online and off-line schemes based on the use of memory, adaptation, incremental development of models, experimental algorithms applied to optimization, intelligent tuning and design of heuristics.
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