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Adaptation, Learning, and Optimization over Networks

af Ali H. Sayed

indgår i Foundations and Trends (R) in Machine Learning serien

Adaptation, Learning, and Optimization over Networks af Ali H. Sayed
Bag om Adaptation, Learning, and Optimization over Networks

Examines the topic of information processing over graphs. The presentation is largely self-contained and covers results that relate to the analysis and design of multi-agent networks for the distributed solution of optimization, adaptation, and learning problems from streaming data through localized interactions among agents.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601988508
  • Indbinding:
  • Paperback
  • Sideantal:
  • 518
  • Udgivet:
  • 25. Juli 2014
  • Størrelse:
  • 236x160x28 mm.
  • Vægt:
  • 748 g.
  • 2-3 uger.
  • 9. Oktober 2024

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Examines the topic of information processing over graphs. The presentation is largely self-contained and covers results that relate to the analysis and design of multi-agent networks for the distributed solution of optimization, adaptation, and learning problems from streaming data through localized interactions among agents.

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