Bayesian and High-Dimensional Global Optimization

Download Bayesian and High-Dimensional Global Optimization PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030647129
Total Pages : 125 pages
Book Rating : 4.0/5 (36 download)

DOWNLOAD NOW!


Book Synopsis Bayesian and High-Dimensional Global Optimization by : Anatoly Zhigljavsky

Download or read book Bayesian and High-Dimensional Global Optimization written by Anatoly Zhigljavsky and published by Springer Nature. This book was released on 2021-03-02 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accessible to a variety of readers, this book is of interest to specialists, graduate students and researchers in mathematics, optimization, computer science, operations research, management science, engineering and other applied areas interested in solving optimization problems. Basic principles, potential and boundaries of applicability of stochastic global optimization techniques are examined in this book. A variety of issues that face specialists in global optimization are explored, such as multidimensional spaces which are frequently ignored by researchers. The importance of precise interpretation of the mathematical results in assessments of optimization methods is demonstrated through examples of convergence in probability of random search. Methodological issues concerning construction and applicability of stochastic global optimization methods are discussed, including the one-step optimal average improvement method based on a statistical model of the objective function. A significant portion of this book is devoted to an analysis of high-dimensional global optimization problems and the so-called ‘curse of dimensionality’. An examination of the three different classes of high-dimensional optimization problems, the geometry of high-dimensional balls and cubes, very slow convergence of global random search algorithms in large-dimensional problems , and poor uniformity of the uniformly distributed sequences of points are included in this book.

High-Level Power Analysis and Optimization

Download High-Level Power Analysis and Optimization PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461554330
Total Pages : 186 pages
Book Rating : 4.4/5 (615 download)

DOWNLOAD NOW!


Book Synopsis High-Level Power Analysis and Optimization by : Anand Raghunathan

Download or read book High-Level Power Analysis and Optimization written by Anand Raghunathan and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: High-Level Power Analysis and Optimization presents a comprehensive description of power analysis and optimization techniques at the higher (architecture and behavior) levels of the design hierarchy, which are often the levels that yield the most power savings. This book describes power estimation and optimization techniques for use during high-level (behavioral synthesis), as well as for designs expressed at the register-transfer or architecture level. High-Level Power Analysis and Optimization surveys the state-of-the-art research on the following topics: power estimation/macromodeling techniques for architecture-level designs, high-level power management techniques, and high-level synthesis optimizations for low power. High-Level Power Analysis and Optimization will be very useful reading for students, researchers, designers, design methodology developers, and EDA tool developers who are interested in low-power VLSI design or high-level design methodologies.

Sparse Polynomial Optimization: Theory And Practice

Download Sparse Polynomial Optimization: Theory And Practice PDF Online Free

Author :
Publisher : World Scientific
ISBN 13 : 1800612966
Total Pages : 223 pages
Book Rating : 4.8/5 (6 download)

DOWNLOAD NOW!


Book Synopsis Sparse Polynomial Optimization: Theory And Practice by : Victor Magron

Download or read book Sparse Polynomial Optimization: Theory And Practice written by Victor Magron and published by World Scientific. This book was released on 2023-04-25 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many applications, including computer vision, computer arithmetic, deep learning, entanglement in quantum information, graph theory and energy networks, can be successfully tackled within the framework of polynomial optimization, an emerging field with growing research efforts in the last two decades. One key advantage of these techniques is their ability to model a wide range of problems using optimization formulations. Polynomial optimization heavily relies on the moment-sums of squares (moment-SOS) approach proposed by Lasserre, which provides certificates for positive polynomials. On the practical side, however, there is 'no free lunch' and such optimization methods usually encompass severe scalability issues. Fortunately, for many applications, including the ones formerly mentioned, we can look at the problem in the eyes and exploit the inherent data structure arising from the cost and constraints describing the problem.This book presents several research efforts to resolve this scientific challenge with important computational implications. It provides the development of alternative optimization schemes that scale well in terms of computational complexity, at least in some identified class of problems. It also features a unified modeling framework to handle a wide range of applications involving both commutative and noncommutative variables, and to solve concretely large-scale instances. Readers will find a practical section dedicated to the use of available open-source software libraries.This interdisciplinary monograph is essential reading for students, researchers and professionals interested in solving optimization problems with polynomial input data.

Integer Programming and Combinatorial Optimization

Download Integer Programming and Combinatorial Optimization PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642208061
Total Pages : 442 pages
Book Rating : 4.6/5 (422 download)

DOWNLOAD NOW!


Book Synopsis Integer Programming and Combinatorial Optimization by : Oktay Günlük

Download or read book Integer Programming and Combinatorial Optimization written by Oktay Günlük and published by Springer Science & Business Media. This book was released on 2011-05-10 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 15th International Conference on Integer Programming and Combinatorial Optimization, IPCO 2011, held in New York, USA in June 2011. The 33 papers presented were carefully reviewed and selected from 110 submissions. The conference is a forum for researchers and practitioners working on various aspects of integer programming and combinatorial optimization with the aim to present recent developments in theory, computation, and applications. The scope of IPCO is viewed in a broad sense, to include algorithmic and structural results in integer programming and combinatorial optimization as well as revealing computational studies and novel applications of discrete optimization to practical problems.

Computational Combinatorial Optimization

Download Computational Combinatorial Optimization PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540428771
Total Pages : 317 pages
Book Rating : 4.5/5 (44 download)

DOWNLOAD NOW!


Book Synopsis Computational Combinatorial Optimization by : Michael Jünger

Download or read book Computational Combinatorial Optimization written by Michael Jünger and published by Springer Science & Business Media. This book was released on 2001-11-21 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: This tutorial contains written versions of seven lectures on Computational Combinatorial Optimization given by leading members of the optimization community. The lectures introduce modern combinatorial optimization techniques, with an emphasis on branch and cut algorithms and Lagrangian relaxation approaches. Polyhedral combinatorics as the mathematical backbone of successful algorithms are covered from many perspectives, in particular, polyhedral projection and lifting techniques and the importance of modeling are extensively discussed. Applications to prominent combinatorial optimization problems, e.g., in production and transport planning, are treated in many places; in particular, the book contains a state-of-the-art account of the most successful techniques for solving the traveling salesman problem to optimality.

Generalized Principal Component Analysis

Download Generalized Principal Component Analysis PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 0387878114
Total Pages : 590 pages
Book Rating : 4.3/5 (878 download)

DOWNLOAD NOW!


Book Synopsis Generalized Principal Component Analysis by : René Vidal

Download or read book Generalized Principal Component Analysis written by René Vidal and published by Springer. This book was released on 2016-04-11 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to the latest advances in the mathematical theory and computational tools for modeling high-dimensional data drawn from one or multiple low-dimensional subspaces (or manifolds) and potentially corrupted by noise, gross errors, or outliers. This challenging task requires the development of new algebraic, geometric, statistical, and computational methods for efficient and robust estimation and segmentation of one or multiple subspaces. The book also presents interesting real-world applications of these new methods in image processing, image and video segmentation, face recognition and clustering, and hybrid system identification etc. This book is intended to serve as a textbook for graduate students and beginning researchers in data science, machine learning, computer vision, image and signal processing, and systems theory. It contains ample illustrations, examples, and exercises and is made largely self-contained with three Appendices which survey basic concepts and principles from statistics, optimization, and algebraic-geometry used in this book. René Vidal is a Professor of Biomedical Engineering and Director of the Vision Dynamics and Learning Lab at The Johns Hopkins University. Yi Ma is Executive Dean and Professor at the School of Information Science and Technology at ShanghaiTech University. S. Shankar Sastry is Dean of the College of Engineering, Professor of Electrical Engineering and Computer Science and Professor of Bioengineering at the University of California, Berkeley.

Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems

Download Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3031280164
Total Pages : 782 pages
Book Rating : 4.0/5 (312 download)

DOWNLOAD NOW!


Book Synopsis Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems by : Vipin Kumar Kukkala

Download or read book Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems written by Vipin Kumar Kukkala and published by Springer Nature. This book was released on 2023-10-03 with total page 782 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of various solutions that address issues related to real-time performance, security, and robustness in emerging automotive platforms. The authors discuss recent advances towards the goal of enabling reliable, secure, and robust, time-critical automotive cyber-physical systems, using advanced optimization and machine learning techniques. The focus is on presenting state-of-the-art solutions to various challenges including real-time data scheduling, secure communication within and outside the vehicle, tolerance to faults, optimizing the use of resource-constrained automotive ECUs, intrusion detection, and developing robust perception and control techniques for increasingly autonomous vehicles.

Adoption and Optimization of Embedded and Real-Time Communication Systems

Download Adoption and Optimization of Embedded and Real-Time Communication Systems PDF Online Free

Author :
Publisher : IGI Global
ISBN 13 : 1466627778
Total Pages : 293 pages
Book Rating : 4.4/5 (666 download)

DOWNLOAD NOW!


Book Synopsis Adoption and Optimization of Embedded and Real-Time Communication Systems by : Virtanen, Seppo

Download or read book Adoption and Optimization of Embedded and Real-Time Communication Systems written by Virtanen, Seppo and published by IGI Global. This book was released on 2013-01-31 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adoption and Optimization of Embedded and Real-Time Communication Systems presents innovative research on the integration of embedded systems, real-time systems and the developments towards multimedia technology. This book is essential for researchers, practitioners, scientists, and IT professionals interested in expanding their knowledge of this interdisciplinary field.

Formal Methods

Download Formal Methods PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3031711777
Total Pages : 669 pages
Book Rating : 4.0/5 (317 download)

DOWNLOAD NOW!


Book Synopsis Formal Methods by : Andre Platzer

Download or read book Formal Methods written by Andre Platzer and published by Springer Nature. This book was released on with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt:

System Theory

Download System Theory PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461552230
Total Pages : 494 pages
Book Rating : 4.4/5 (615 download)

DOWNLOAD NOW!


Book Synopsis System Theory by : Theodore E. Djaferis

Download or read book System Theory written by Theodore E. Djaferis and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: System Theory: Modeling, Analysis and Control contains thirty-three scientific papers covering a wide range of topics in systems and control. These papers have been contributed to a symposium organized to celebrate Sanjoy K. Mitter's 65th birthday. The following research topics are addressed: distributed parameter systems, stochastic control, filtering and estimation, optimization and optimal control, image processing and vision, hierarchical systems and hybrid control, nonlinear systems, and linear systems. Also included are three survey papers on optimization, nonlinear filtering, and nonlinear systems. Recent advances are reported on the behavioral approach to systems, the relationship between differential games and robust control, estimation of diffusion processes, Markov processes, optimal control, hybrid control, stochastic control, spectral estimation, nonconvex quadratic programming, robust control, control algorithms and quantized linear systems. Innovative explorations are carried out on quantum systems from a control theory perspective, option valuation and hedging, three-dimensional medical visualization, computational structure biology image processing, and hierarchical approaches to complex systems, flow control, scheduling and force feedback in fluid mechanics. The contents reflect on past research accomplishments, current research activity, and future research directions in systems and control theory.

Tools and Algorithms for the Construction and Analysis of Systems

Download Tools and Algorithms for the Construction and Analysis of Systems PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3031308204
Total Pages : 615 pages
Book Rating : 4.0/5 (313 download)

DOWNLOAD NOW!


Book Synopsis Tools and Algorithms for the Construction and Analysis of Systems by : Sriram Sankaranarayanan

Download or read book Tools and Algorithms for the Construction and Analysis of Systems written by Sriram Sankaranarayanan and published by Springer Nature. This book was released on 2023-04-19 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book constitutes the proceedings of the 29th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, TACAS 2023, which was held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2023, during April 22-27, 2023, in Paris, France. The 56 full papers and 6 short tool demonstration papers presented in this volume were carefully reviewed and selected from 169 submissions. The proceedings also contain 1 invited talk in full paper length, 13 tool papers of the affiliated competition SV-Comp and 1 paper consisting of the competition report. TACAS is a forum for researchers, developers, and users interested in rigorously based tools and algorithms for the construction and analysis of systems. The conference aims to bridge the gaps between different communities with this common interest and to support them in their quest to improve the utility, reliability, flexibility, and efficiency of tools and algorithms for building computer-controlled systems.

SIAM Journal on Control and Optimization

Download SIAM Journal on Control and Optimization PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 804 pages
Book Rating : 4.:/5 (318 download)

DOWNLOAD NOW!


Book Synopsis SIAM Journal on Control and Optimization by : Society for Industrial and Applied Mathematics

Download or read book SIAM Journal on Control and Optimization written by Society for Industrial and Applied Mathematics and published by . This book was released on 2007 with total page 804 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computer Aided Verification

Download Computer Aided Verification PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3030255433
Total Pages : 558 pages
Book Rating : 4.0/5 (32 download)

DOWNLOAD NOW!


Book Synopsis Computer Aided Verification by : Isil Dillig

Download or read book Computer Aided Verification written by Isil Dillig and published by Springer. This book was released on 2019-07-12 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: The open access two-volume set LNCS 11561 and 11562 constitutes the refereed proceedings of the 31st International Conference on Computer Aided Verification, CAV 2019, held in New York City, USA, in July 2019. The 52 full papers presented together with 13 tool papers and 2 case studies, were carefully reviewed and selected from 258 submissions. The papers were organized in the following topical sections: Part I: automata and timed systems; security and hyperproperties; synthesis; model checking; cyber-physical systems and machine learning; probabilistic systems, runtime techniques; dynamical, hybrid, and reactive systems; Part II: logics, decision procedures; and solvers; numerical programs; verification; distributed systems and networks; verification and invariants; and concurrency.

Formal Methods and Software Engineering

Download Formal Methods and Software Engineering PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642103723
Total Pages : 770 pages
Book Rating : 4.6/5 (421 download)

DOWNLOAD NOW!


Book Synopsis Formal Methods and Software Engineering by : Karin Breitman

Download or read book Formal Methods and Software Engineering written by Karin Breitman and published by Springer Science & Business Media. This book was released on 2009-11-17 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th International Conference on Formal Engineering Methods, ICFEM 2009, held in Rio de Janeiro, Brazil, December 2009. The 36 revised full papers together with two invited talks presented were carefully reviewed and selected from 121 submissions. The papers address all current issues in formal methods and their applications in software engineering. They are organized in topical sections on Testing, Protocols, verification, model checking, object-orientation, event-b, compilation, process algebra, refinement, algebraic specifications and real-time systems.

Provable and Practical Security

Download Provable and Practical Security PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030904024
Total Pages : 397 pages
Book Rating : 4.0/5 (39 download)

DOWNLOAD NOW!


Book Synopsis Provable and Practical Security by : Qiong Huang

Download or read book Provable and Practical Security written by Qiong Huang and published by Springer Nature. This book was released on 2021-11-02 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th International Conference on Provable Security, ProvSec 2021, held in Guangzhou, China, in November 2021. The 21 full papers presented were carefully reviewed and selected from 67 submissions. The papers focus on provable security as an essential tool for analyzing security of modern cryptographic primitives. They are divided in the following topical sections: Searchable Encryption, Key Exchange & Zero Knowledge Proof, Post Quantum Cryptography, Functional Encryption, Digital Signature, and Practical Security Protocols.

Machine Learning and Knowledge Discovery in Databases, Part II

Download Machine Learning and Knowledge Discovery in Databases, Part II PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3642237835
Total Pages : 702 pages
Book Rating : 4.6/5 (422 download)

DOWNLOAD NOW!


Book Synopsis Machine Learning and Knowledge Discovery in Databases, Part II by : Dimitrios Gunopulos

Download or read book Machine Learning and Knowledge Discovery in Databases, Part II written by Dimitrios Gunopulos and published by Springer. This book was released on 2011-09-06 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2011, held in Athens, Greece, in September 2011. The 121 revised full papers presented together with 10 invited talks and 11 demos in the three volumes, were carefully reviewed and selected from about 600 paper submissions. The papers address all areas related to machine learning and knowledge discovery in databases as well as other innovative application domains such as supervised and unsupervised learning with some innovative contributions in fundamental issues; dimensionality reduction, distance and similarity learning, model learning and matrix/tensor analysis; graph mining, graphical models, hidden markov models, kernel methods, active and ensemble learning, semi-supervised and transductive learning, mining sparse representations, model learning, inductive logic programming, and statistical learning. a significant part of the papers covers novel and timely applications of data mining and machine learning in industrial domains.

Optimization of a Regional Water Resource Quality Management System

Download Optimization of a Regional Water Resource Quality Management System PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 778 pages
Book Rating : 4.:/5 (34 download)

DOWNLOAD NOW!


Book Synopsis Optimization of a Regional Water Resource Quality Management System by : John James Vasconcelos

Download or read book Optimization of a Regional Water Resource Quality Management System written by John James Vasconcelos and published by . This book was released on 1976 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt: