Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
Author:   Stephen Boyd ,  Neal Parikh ,  Eric Chu ,  Borja Peleato
Publisher:   now publishers Inc
ISBN:  

9781601984609


Pages:   140
Publication Date:   30 June 2011
Format:   Paperback
Availability:   Out of print, replaced by POD   Availability explained
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Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers


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Author:   Stephen Boyd ,  Neal Parikh ,  Eric Chu ,  Borja Peleato
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Dimensions:   Width: 15.60cm , Height: 0.80cm , Length: 23.40cm
Weight:   0.208kg
ISBN:  

9781601984609


ISBN 10:   160198460
Pages:   140
Publication Date:   30 June 2011
Audience:   College/higher education ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of print, replaced by POD   Availability explained
We will order this item for you from a manufatured on demand supplier.

Table of Contents

1: Introduction 2: Precursors 3: Alternating Direction Method of Multipliers 4: General Patterns 5: Constrained Convex Optimization 6: ?1-Norm Problems 7: Consensus and Sharing 8: Distributed Model Fitting 9: Nonconvex Problems 10: Implementation 11: Numerical Examples 12: Conclusions. Acknowledgements. A: Convergence Proof. References

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