Sparse Optimization Theory And Methods
DOWNLOAD
Download Sparse Optimization Theory And Methods PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Sparse Optimization Theory And Methods book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Sparse Optimization Theory And Methods
DOWNLOAD
Author : Yun-Bin Zhao
language : en
Publisher: CRC Press
Release Date : 2018-07-04
Sparse Optimization Theory And Methods written by Yun-Bin Zhao and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-04 with Business & Economics categories.
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 representation becomes central in various big or high-dimensional data processing, yielding fruitful theoretical and realistic results in these fields. The mathematical optimization plays a fundamentally important role in the development of these results and acts as the mainstream numerical algorithms for the sparsity-seeking problems arising from big-data processing, compressed sensing, statistical learning, computer vision, and so on. This has attracted the interest of many researchers at the interface of engineering, mathematics and computer science. Sparse Optimization Theory and Methods presents the state of the art in theory and algorithms for signal recovery under the sparsity assumption. The up-to-date uniqueness conditions for the sparsest solution of underdertemined linear systems are described. The results for sparse signal recovery under the matrix property called range space property (RSP) are introduced, which is a deep and mild condition for the sparse signal to be recovered by convex optimization methods. This framework is generalized to 1-bit compressed sensing, leading to a novel sign recovery theory in this area. Two efficient sparsity-seeking algorithms, reweighted l1-minimization in primal space and the algorithm based on complementary slackness property, are presented. The theoretical efficiency of these algorithms is rigorously analysed in this book. Under the RSP assumption, the author also provides a novel and unified stability analysis for several popular optimization methods for sparse signal recovery, including l1-mininization, Dantzig selector and LASSO. This book incorporates recent development and the author’s latest research in the field that have not appeared in other books.
Mathematical Optimization Theory And Operations Research
DOWNLOAD
Author : Alexander Kononov
language : en
Publisher: Springer Nature
Release Date : 2020-06-29
Mathematical Optimization Theory And Operations Research written by Alexander Kononov and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-29 with Computers categories.
This book constitutes the proceedings of the 19th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2020, held in Novosibirsk, Russia, in July 2020. The 31 full papers presented in this volume were carefully reviewed and selected from 102 submissions. The papers are grouped in these topical sections: discrete optimization; mathematical programming; game theory; scheduling problem; heuristics and metaheuristics; and operational research applications.
Proceedings Of The International Workshop On Advances In Civil Aviation Systems Development
DOWNLOAD
Author : Ivan Ostroumov
language : en
Publisher: Springer Nature
Release Date : 2023-07-20
Proceedings Of The International Workshop On Advances In Civil Aviation Systems Development written by Ivan Ostroumov and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-20 with Technology & Engineering categories.
This book includes high-quality research papers presented at International Workshop on Advances in Civil Aviation Systems Development (ACASD 2023), which was at National Aviation University, Kyiv Ukraine, on May 30, 2023. This book presents original results of a scholarly study of unique research teams and market leaders on the development in civil aviation systems and its application. The book topics include major research areas focused on advances in avionics system design, modern trends in communication, surveillance and navigation systems development, and civil avionics system maintenance questions. Also, proposed book is useful for scholars and professionals in the civil aviation domain.
Proceedings Of The Unified Conference Of Damas Income And Tepen Conferences Unified 2025
DOWNLOAD
Author : Kexiang Wei
language : en
Publisher: Springer Nature
Release Date : 2026-01-01
Proceedings Of The Unified Conference Of Damas Income And Tepen Conferences Unified 2025 written by Kexiang Wei and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-01 with Technology & Engineering categories.
This book gathers the latest advances, innovations and applications in the field of condition monitoring, damage assessment and maintenance engineering, as presented by leading international researchers and engineers at the UNIfied Conference of DAMAS (International Conference on Damage Assessment of Structures), IncoME (International Conference on Maintenance Engineering) and TEPEN (The Efficiency and Performance Engineering), held in Zhangjiajie, China, on May 16–19, 2025. Topics include machinery dynamics, sensors and measurement systems, signal processing, structural damage identification and machine fault diagnosis, plant maintenance and reliability, machine health monitoring, asset management, life-cycle cost optimization, prognostics and health management, maintenance performance measurement, manufacturing process monitoring and robot-based monitoring and diagnostics. The contributions, which were selected through a rigorous international peer-review process, share exciting ideas that will spur novel research directions and foster new multidisciplinary collaborations.
Compressive Sensing Of Earth Observations
DOWNLOAD
Author : C.H. Chen
language : en
Publisher: CRC Press
Release Date : 2017-05-25
Compressive Sensing Of Earth Observations written by C.H. Chen and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-25 with Technology & Engineering categories.
Future remote sensing systems will make extensive use of Compressive Sensing (CS) as it becomes more integrated into the system design with increased high resolution sensor developments and the rising earth observation data generated each year. Written by leading experts in the field Compressive Sensing of Earth Observations provides a comprehensive and balanced coverage of the theory and applications of CS in all aspects of earth observations. This work covers a myriad of practical aspects such as the use of CS in detection of human vital signs in a cluttered environment and the corresponding modeling of rib-cage breathing. Readers are also presented with three different applications of CS to the ISAR imaging problem, which includes image reconstruction from compressed data, resolution enhancement, and image reconstruction from incomplete data.
Conformal Array Antennas And Beamforming Technologies For Emergency Communication Applications
DOWNLOAD
Author : Xiang Gao
language : en
Publisher: Springer Nature
Release Date : 2026-01-01
Conformal Array Antennas And Beamforming Technologies For Emergency Communication Applications written by Xiang Gao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-01 with Technology & Engineering categories.
This book presents a comprehensive study on the design of conformal array antennas and beamforming technologies for emergency communication in complex terrains such as mountainous, forested, and hilly environments. It introduces pioneering balloon-mounted conformal arrays for wideband, wide-coverage operations, polarization-reconfigurable antennas for mobile platforms like UAVs and wearable systems, and intelligent sparse array optimization algorithms for robust interference suppression. Covering system architecture, design principles, simulations, and experimental validations, this book serves as a valuable reference for researchers, engineers, and graduate students in wireless communications, antenna systems, and emergency response technologies.
Splitting Methods In Communication Imaging Science And Engineering
DOWNLOAD
Author : Roland Glowinski
language : en
Publisher: Springer
Release Date : 2017-01-05
Splitting Methods In Communication Imaging Science And Engineering written by Roland Glowinski and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-05 with Mathematics categories.
This book is about computational methods based on operator splitting. It consists of twenty-three chapters written by recognized splitting method contributors and practitioners, and covers a vast spectrum of topics and application areas, including computational mechanics, computational physics, image processing, wireless communication, nonlinear optics, and finance. Therefore, the book presents very versatile aspects of splitting methods and their applications, motivating the cross-fertilization of ideas.
Data Driven Models In Inverse Problems
DOWNLOAD
Author : Tatiana A. Bubba
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-11-18
Data Driven Models In Inverse Problems written by Tatiana A. Bubba and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-18 with Mathematics categories.
Advances in learning-based methods are revolutionizing several fields in applied mathematics, including inverse problems, resulting in a major paradigm shift towards data-driven approaches. This volume, which is inspired by this cutting-edge area of research, brings together contributors from the inverse problem community and shows how to successfully combine model- and data-driven approaches to gain insight into practical and theoretical issues.
Algorithms And Theory In Filtering And Control
DOWNLOAD
Author : Danny C. Sorensen
language : en
Publisher: North Holland
Release Date : 1982
Algorithms And Theory In Filtering And Control written by Danny C. Sorensen and has been published by North Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Mathematics categories.
Statistical Theory And Method Abstracts
DOWNLOAD
Author :
language : en
Publisher:
Release Date : 1998
Statistical Theory And Method Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Statistics categories.