Self-Evolvable Systems

Machine Learning in Social Media

Paperback Engels 2014 2012e druk 9783642431494
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Samenvatting

This monograph presents key method to successfully manage the growing  complexity of systems  where conventional engineering and scientific methodologies and technologies based on learning and adaptability come to their limits and new ways are nowadays required. The transition from adaptable to evolvable and finally to self-evolvable systems is highlighted, self-properties such as self-organization, self-configuration, and self-repairing are introduced and challenges and limitations of the self-evolvable engineering systems are evaluated.

Specificaties

ISBN13:9783642431494
Taal:Engels
Bindwijze:paperback
Aantal pagina's:278
Uitgever:Springer Berlin Heidelberg
Druk:2012

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Inhoudsopgave

Introduction.- General Framework.- Differential Models.- Informational Criteria.- Self-Evolvability for Physical and Chemical Systems.- Self-Evolvability for Biosystems.- Self-Evolvability for Cognitive Systems.- Control Systems.- Manufacturing Systems.- <p>Concept Lattices.- Design of Experiments.- Perspectives.</p>

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        Self-Evolvable Systems