Self-Evolvable Systems: Machine Learning in Social Media (Understanding Complex Systems) - Softcover

Iordache, Octavian

 
9783642431494: Self-Evolvable Systems: Machine Learning in Social Media (Understanding Complex Systems)

Inhaltsangabe

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.

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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.

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9783642288814: Self-Evolvable Systems: Machine Learning in Social Media (Understanding Complex Systems)

Vorgestellte Ausgabe

ISBN 10:  3642288812 ISBN 13:  9783642288814
Verlag: Springer, 2012
Hardcover