ISBN 10 : 9781351624145 ISBN 13 : 1351624148
Seeking sparse solutions of underdetermined linear systems is required in many areas of engineering and science such as signal and image processing. The efficient sparse representa..
ISBN 10 : 9780387249766 ISBN 13 : 0387249761
Optimization Theory and Methods can be used as a textbook for an optimization course for graduates and senior undergraduates. It is the result of the author's teaching and research..
ISBN 10 : 9783319415895 ISBN 13 : 3319415891
This book is about computational methods based on operator splitting. It consists of twenty-three chapters written by recognized splitting method contributors and practitioners, an..
ISBN 10 : 9781611973358 ISBN 13 : 161197335X
This book focuses on Augmented Lagrangian techniques for solving practical constrained optimization problems. The authors rigorously delineate mathematical convergence theory based..
ISBN 10 : 9780898716139 ISBN 13 : 0898716136
The sparse backslash book. Everything you wanted to know but never dared to ask about modern direct linear solvers. Chen Greif, Assistant Professor, Department of Computer Science,..
ISBN 10 : 9781439828694 ISBN 13 : 1439828695
Sparse models are particularly useful in scientific applications, such as biomarker discovery in genetic or neuroimaging data, where the interpretability of a predictive model is e..
ISBN 10 : 9783642311864 ISBN 13 : 3642311865
This book is about optimization techniques and is subdivided into two parts. In the first part a wide overview on optimization theory is presented. Optimization is presented as bei..
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