Items related to High-Dimensional Optimization and Probability: With...

High-Dimensional Optimization and Probability: With a View Towards Data Science (Springer Optimization and Its Applications, 191) - Hardcover

 
9783031008313: High-Dimensional Optimization and Probability: With a View Towards Data Science (Springer Optimization and Its Applications, 191)

Synopsis

This volume presents extensive research devoted to a broad spectrum of mathematics with emphasis on interdisciplinary aspects of Optimization and Probability. Chapters also emphasize applications to Data Science, a timely field with a high impact in our modern society. The discussion presents modern, state-of-the-art, research results and advances in areas including non-convex optimization, decentralized distributed convex optimization, topics on surrogate-based reduced dimension global optimization in process systems engineering, the projection of a point onto a convex set, optimal sampling for learning sparse approximations in high dimensions, the split feasibility problem, higher order embeddings, codifferentials and quasidifferentials of the expectation of nonsmooth random integrands, adjoint circuit chains associated with a random walk, analysis of the trade-off between sample size and precision in truncated ordinary least squares, spatial deep learning, efficient location-based tracking for IoT devices using compressive sensing and machine learning techniques, and nonsmooth mathematical programs with vanishing constraints in Banach spaces.

The book is a valuable source for graduate students as well as researchers working on Optimization, Probability and their various interconnections with a variety of other areas.

Chapter 12 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.


"synopsis" may belong to another edition of this title.

About the Author

​Ashkan Nikeghbali is currently Chair of the department of quantitative finance at the University of Zürich. His fields of research include finance mathematics, number theory, random matrices, and stochastic processes. Since 2016 Prof. Nikeghbali has been a member of the Scientific Advisory Board of swissQuant and a member of the Advisory Board of EVMTech.


Panos M. Pardalos serves as distinguished professor of industrial and systems engineering at the University of Florida. Additionally, he is the Paul and Heidi Brown Preeminent Professor of industrial and systems engineering. Professor Pardalos is also an affiliated faculty member of the computer and information science department, the Hellenic Studies Center, and the biomedical engineering program. Additionally, he serves as the director of the Center for Applied Optimization. Professor Pardalos is a world leading expert in global and combinatorial optimization. His recent research interests include network design problems, optimization in telecommunications, ecommerce, data mining, biomedical applications, and massive computing. Panos Pardalos is a prolific author who lectures all over the world. He is the recipient of a multitude of fellowships and awards, the most recent of which is the Humboldt Research Award (2018).

Andrei Raigorodskii is a Federal Professor of Mathematics at the Moscow Institute of Physics and Technology (MIPT) where he is the Director of the Phystech-School of Applied Mathematics and Computer Science, the Head of the Discrete Mathematics Department, the Head of the Laboratory of Advanced Combinatorics and Network Applications, as well as the Head of the Laboratory of Applied Research MIPT-Sberbank. He is also the Head of the Caucasus Mathematical Center. He lectures at MIPT, MSU, HSE and has published about 200 papers and 20 books. He is the Editor-in-Chief of the Moscow Journal of Combinatorics and Number Theory. In 2011,he was awarded the 2011 Russian President's Prize in Science and Innovation for young scientists.

Michael Th. Rassias is a Research Fellow at the University of Zürich and a visiting researcher at the Institute for Advanced Study, Princeton. While conducting postdoctoral research at the Department of Mathematics of Princeton University in 2014-2015, he prepared with John F. Nash, Jr. the volume "Open Problems in Mathematics", Springer, 2016. He has received several awards in mathematical problem-solving competitions, including a Silver medal at the International Mathematical Olympiad of 2003 in Tokyo. In 2014 he was awarded with the Notara Prize by the Academy of Athens. He has authored and edited several books with Springer. His current research interests lie in mathematical analysis, analytic number theory, and more specifically the Riemann Hypothesis, Goldbach’s conjecture, the distribution of prime numbers, approximation theory, functional equations andanalytic inequalities.

From the Back Cover

This volume presents extensive research devoted to a broad spectrum of mathematics with emphasis on interdisciplinary aspects of Optimization and Probability. Chapters also emphasize applications to Data Science, a timely field with a high impact in our modern society. The discussion presents modern, state-of-the-art, research results and advances in areas including non-convex optimization, decentralized distributed convex optimization, topics on surrogate-based reduced dimension global optimization in process systems engineering, the projection of a point onto a convex set, optimal sampling for learning sparse approximations in high dimensions, the split feasibility problem, higher order embeddings, codifferentials and quasidifferentials of the expectation of nonsmooth random integrands, adjoint circuit chains associated with a random walk, analysis of the trade-off between sample size and precision in truncated ordinary least squares, spatial deep learning, efficient location-based tracking for IoT devices using compressive sensing and machine learning techniques, and nonsmooth mathematical programs with vanishing constraints in Banach spaces.

The book is a valuable source for graduate students as well as researchers working on Optimization, Probability and their various interconnections with a variety of other areas.

Chapter 12 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9783031008344: High-Dimensional Optimization and Probability: With a View Towards Data Science (Springer Optimization and Its Applications)

Featured Edition

ISBN 10:  3031008340 ISBN 13:  9783031008344
Publisher: Springer, 2023
Softcover

Search results for High-Dimensional Optimization and Probability: With...

Stock Image

Published by Springer, 2022
ISBN 10: 3031008316 ISBN 13: 9783031008313
New Hardcover

Seller: Lucky's Textbooks, Dallas, TX, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # ABLIING23Mar3113020034977

Contact seller

Buy New

US$ 106.55
Convert currency
Shipping: US$ 3.99
Within U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Published by Springer, 2022
ISBN 10: 3031008316 ISBN 13: 9783031008313
New Hardcover

Seller: Ria Christie Collections, Uxbridge, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. In. Seller Inventory # ria9783031008313_new

Contact seller

Buy New

US$ 114.36
Convert currency
Shipping: US$ 16.22
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Ashkan Nikeghbali
ISBN 10: 3031008316 ISBN 13: 9783031008313
New Hardcover
Print on Demand

Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 428 pp. Englisch. Seller Inventory # 9783031008313

Contact seller

Buy New

US$ 106.85
Convert currency
Shipping: US$ 26.24
From Germany to U.S.A.
Destination, rates & speeds

Quantity: 2 available

Add to basket

Seller Image

Ashkan Nikeghbali
ISBN 10: 3031008316 ISBN 13: 9783031008313
New Hardcover

Seller: AHA-BUCH GmbH, Einbeck, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering. Seller Inventory # 9783031008313

Contact seller

Buy New

US$ 106.85
Convert currency
Shipping: US$ 36.52
From Germany to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Seller Image

Smith, Scott|Di, Jia
ISBN 10: 3031008316 ISBN 13: 9783031008313
New Hardcover
Print on Demand

Seller: moluna, Greven, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This volume presents extensive research devoted to a broad spectrum of mathematics with emphasis on interdisciplinary aspects of Optimization and Probability. Chapters also emphasize applications to Data Science, a timely field with a high impact in our mod. Seller Inventory # 571802051

Contact seller

Buy New

US$ 92.93
Convert currency
Shipping: US$ 55.88
From Germany to U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Ashkan Nikeghbali
ISBN 10: 3031008316 ISBN 13: 9783031008313
New Hardcover

Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Buch. Condition: Neu. Neuware Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 428 pp. Englisch. Seller Inventory # 9783031008313

Contact seller

Buy New

US$ 106.85
Convert currency
Shipping: US$ 62.74
From Germany to U.S.A.
Destination, rates & speeds

Quantity: 2 available

Add to basket

Stock Image

Nikeghbali, Ashkan (Editor)/ Pardalos, Panos M. (Editor)/ Raigorodskii, Andrei M. (Editor)/ Rassias, Michael T. (Editor)
Published by Springer Nature, 2022
ISBN 10: 3031008316 ISBN 13: 9783031008313
New Hardcover

Seller: Revaluation Books, Exeter, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Hardcover. Condition: Brand New. 425 pages. 9.25x6.10x1.18 inches. In Stock. Seller Inventory # x-3031008316

Contact seller

Buy New

US$ 165.43
Convert currency
Shipping: US$ 13.54
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 2 available

Add to basket