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Author : Stuart S. Nagel
Publisher : Nova Biomedical Books
ISBN 13 :
Total Pages : 282 pages
Book Rating : 4.:/5 (321 download)
Download or read book Super-optimizing Examples written by Stuart S. Nagel and published by Nova Biomedical Books. This book was released on 1999 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Super-Optimizing Examples - Across Public Policy Problems
Author : 9 lightyears per second
Publisher : WEBNOVEL
ISBN 13 :
Total Pages : 368 pages
Book Rating : 4./5 ( download)
Download or read book Super Gene Optimization Fluid written by 9 lightyears per second and published by WEBNOVEL. This book was released on 2020-09-18 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to an unexpected turn of events, Xia Fei consumed a Super Gene Optimization Fluid that bore no brand, expiry date, instructions or stated its place of origin. Our story begins here...
Author : Steffen Wolf
Publisher : Logos Verlag Berlin GmbH
ISBN 13 : 3832526617
Total Pages : 278 pages
Book Rating : 4.8/5 (325 download)
Download or read book Optimization Problems in Self-Organizing Networks written by Steffen Wolf and published by Logos Verlag Berlin GmbH. This book was released on 2010 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern computer networks or wireless ad-hoc networks offer a wide range of interesting optimization problems. Usual optimization goals are the minimization of the message delay in a Peer-to-Peer system or the minimization of the energy consumption of a wireless network. This thesis presents different kinds of algorithms to solve such optimization problems. Starting from the mathematical formulations for these problems, various global view optimization algorithms are presented. These algorithms are based on evolutionary algorithms and local search or similar heuristics. They can be used to quickly find near-optimal solutions, if a global view of the network is possible. As the participants in a computer network or a wireless ad-hoc network are autonomous nodes, distributed algorithms can be designed that enable these nodes to collectively solve the optimization problem. Four distributed algorithms are formulated and evaluated in this thesis, thus laying grounds for distributed optimization of networks. Using these algorithms, the network can be modelled as a self-optimizing network and the optimization problem can be approached without global view.
Author : Hadley Wickham
Publisher : CRC Press
ISBN 13 : 1498759807
Total Pages : 669 pages
Book Rating : 4.4/5 (987 download)
Download or read book Advanced R written by Hadley Wickham and published by CRC Press. This book was released on 2015-09-15 with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Essential Reference for Intermediate and Advanced R Programmers Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R. The book develops the necessary skills to produce quality code that can be used in a variety of circumstances. You will learn: The fundamentals of R, including standard data types and functions Functional programming as a useful framework for solving wide classes of problems The positives and negatives of metaprogramming How to write fast, memory-efficient code This book not only helps current R users become R programmers but also shows existing programmers what’s special about R. Intermediate R programmers can dive deeper into R and learn new strategies for solving diverse problems while programmers from other languages can learn the details of R and understand why R works the way it does.
Author : Rudiger Rackwitz
Publisher : Springer
ISBN 13 : 0387348662
Total Pages : 321 pages
Book Rating : 4.3/5 (873 download)
Download or read book Reliability and Optimization of Structural Systems written by Rudiger Rackwitz and published by Springer. This book was released on 2013-06-05 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 6th meeting sponsored by IFIP Working Group 7.5, on reliability and optimization of structural systems, took place in September 1994 in Assisi, Italy. This book contains the papers presented at the working conference including topics such as reliability of special structures, fatigue, failure modes and time-variant systems relibility.
Author : Christos A. Frangopoulos
Publisher : EOLSS Publications
ISBN 13 : 1848261659
Total Pages : 460 pages
Book Rating : 4.8/5 (482 download)
Download or read book Exergy, Energy System Analysis and Optimization - Volume II written by Christos A. Frangopoulos and published by EOLSS Publications. This book was released on 2009-05-13 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exergy, Energy System Analysis, and Optimization theme is a component of the Encyclopedia of Energy Sciences, Engineering and Technology Resources which is part of the global Encyclopedia of Life Support Systems (EOLSS), an integrated compendium of twenty one Encyclopedias. These three volumes are organized into five different topics which represent the main scientific areas of the theme: 1. Exergy and Thermodynamic Analysis; 2. Thermoeconomic Analysis; 3. Modeling, Simulation and Optimization in Energy Systems; 4. Artificial Intelligence and Expert Systems in Energy Systems Analysis; 5. Sustainability Considerations in the Modeling of Energy Systems. Fundamentals and applications of characteristic methods are presented in these volumes. These three volumes are aimed at the following five major target audiences: University and College Students, Educators, Professional Practitioners, Research Personnel and Policy Analysts, Managers, and Decision Makers and NGOs.
Author : Gino J. Lim
Publisher : CRC Press
ISBN 13 : 0849305691
Total Pages : 594 pages
Book Rating : 4.8/5 (493 download)
Download or read book Optimization in Medicine and Biology written by Gino J. Lim and published by CRC Press. This book was released on 2008-01-08 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thanks to recent advancements, optimization is now recognized as a crucial component in research and decision-making across a number of fields. Through optimization, scientists have made tremendous advances in cancer treatment planning, disease control, and drug development, as well as in sequencing DNA, and identifying protein structures. Op
Author : Johnathan Mun
Publisher : John Wiley & Sons
ISBN 13 : 0470620013
Total Pages : 916 pages
Book Rating : 4.4/5 (76 download)
Download or read book Modeling Risk written by Johnathan Mun and published by John Wiley & Sons. This book was released on 2010-06-15 with total page 916 pages. Available in PDF, EPUB and Kindle. Book excerpt: An updated guide to risk analysis and modeling Although risk was once seen as something that was both unpredictable and uncontrollable, the evolution of risk analysis tools and theories has changed the way we look at this important business element. In the Second Edition of Analyzing and Modeling Risk, expert Dr. Johnathan Mun provides up-to-date coverage of risk analysis as it is applied within the realms of business risk analysis and offers an intuitive feel of what risk looks like, as well as the different ways of quantifying it. This Second Edition provides professionals in all industries a more comprehensive guide on such key concepts as risk and return, the fundamentals of model building, Monte Carlo simulation, forecasting, time-series and regression analysis, optimization, real options, and more. Includes new examples, questions, and exercises as well as updates using Excel 2007 Book supported by author's proprietary risk analysis software found on the companion CD-ROM Offers both a qualitative and quantitative description of risk Filled with in-depth insights and practical advice, this reliable resource covers all of the essential tools and techniques that risk managers need to successfully conduct risk analysis. Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.
Author : Pethuru Raj Chelliah
Publisher : John Wiley & Sons
ISBN 13 : 1394219210
Total Pages : 436 pages
Book Rating : 4.3/5 (942 download)
Download or read book Model Optimization Methods for Efficient and Edge AI written by Pethuru Raj Chelliah and published by John Wiley & Sons. This book was released on 2025-01-09 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive overview of the fledgling domain of federated learning (FL), explaining emerging FL methods, architectural approaches, enabling frameworks, and applications Model Optimization Methods for Efficient and Edge AI explores AI model engineering, evaluation, refinement, optimization, and deployment across multiple cloud environments (public, private, edge, and hybrid). It presents key applications of the AI paradigm, including computer vision (CV) and Natural Language Processing (NLP), explaining the nitty-gritty of federated learning (FL) and how the FL method is helping to fulfill AI model optimization needs. The book also describes tools that vendors have created, including FL frameworks and platforms such as PySyft, Tensor Flow Federated (TFF), FATE (Federated AI Technology Enabler), Tensor/IO, and more. The first part of the text covers popular AI and ML methods, platforms, and applications, describing leading AI frameworks and libraries in order to clearly articulate how these tools can help with visualizing and implementing highly flexible AI models quickly. The second part focuses on federated learning, discussing its basic concepts, applications, platforms, and its potential in edge systems (such as IoT). Other topics covered include: Building AI models that are destined to solve several problems, with a focus on widely articulated classification, regression, association, clustering, and other prediction problems Generating actionable insights through a variety of AI algorithms, platforms, parallel processing, and other enablers Compressing AI models so that computational, memory, storage, and network requirements can be substantially reduced Addressing crucial issues such as data confidentiality, data access rights, data protection, and access to heterogeneous data Overcoming cyberattacks on mission-critical software systems by leveraging federated learning
Author : Stuart S. Nagel
Publisher : Nova Publishers
ISBN 13 : 9781590332931
Total Pages : 136 pages
Book Rating : 4.3/5 (329 download)
Download or read book Public Policy Studies written by Stuart S. Nagel and published by Nova Publishers. This book was released on 2002 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covers the methods, substance and process of public policy.
Author : Qing Yi
Publisher : Frontiers Media SA
ISBN 13 : 283254410X
Total Pages : 101 pages
Book Rating : 4.8/5 (325 download)
Download or read book Performance optimization in football: Advances in theories and practices written by Qing Yi and published by Frontiers Media SA. This book was released on 2024-02-05 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Tie Qiu
Publisher : Springer Nature
ISBN 13 : 9811696098
Total Pages : 224 pages
Book Rating : 4.8/5 (116 download)
Download or read book Robustness Optimization for IoT Topology written by Tie Qiu and published by Springer Nature. This book was released on 2022-06-11 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: The IoT topology defines the way various components communicate with each other within a network. Topologies can vary greatly in terms of security, power consumption, cost, and complexity. Optimizing the IoT topology for different applications and requirements can help to boost the network’s performance and save costs. More importantly, optimizing the topology robustness can ensure security and prevent network failure at the foundation level. In this context, this book examines the optimization schemes for topology robustness in the IoT, helping readers to construct a robustness optimization framework, from self-organizing to intelligent networking. The book provides the relevant theoretical framework and the latest empirical research on robustness optimization of IoT topology. Starting with the self-organization of networks, it gradually moves to genetic evolution. It also discusses the application of neural networks and reinforcement learning to endow the node with self-learning ability to allow intelligent networking. This book is intended for students, practitioners, industry professionals, and researchers who are eager to comprehend the vulnerabilities of IoT topology. It helps them to master the research framework for IoT topology robustness optimization and to build more efficient and reliable IoT topologies in their industry.
Author : Xi-Ren Cao
Publisher : Springer Science & Business Media
ISBN 13 : 0387690824
Total Pages : 575 pages
Book Rating : 4.3/5 (876 download)
Download or read book Stochastic Learning and Optimization written by Xi-Ren Cao and published by Springer Science & Business Media. This book was released on 2007-10-23 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performance optimization is vital in the design and operation of modern engineering systems, including communications, manufacturing, robotics, and logistics. Most engineering systems are too complicated to model, or the system parameters cannot be easily identified, so learning techniques have to be applied. This book provides a unified framework based on a sensitivity point of view. It also introduces new approaches and proposes new research topics within this sensitivity-based framework. This new perspective on a popular topic is presented by a well respected expert in the field.
Author : Vivek Bannore
Publisher : Springer Science & Business Media
ISBN 13 : 3642003842
Total Pages : 121 pages
Book Rating : 4.6/5 (42 download)
Download or read book Iterative-Interpolation Super-Resolution Image Reconstruction written by Vivek Bannore and published by Springer Science & Business Media. This book was released on 2009-04-08 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: To my wife, Mitu - Vivek Bannore Preface Preface In many imaging systems, under-sampling and aliasing occurs frequently leading to degradation of image quality. Due to the limited number of sensors available on the digital cameras, the quality of images captured is also limited. Factors such as optical or atmospheric blur and sensor noise can also contribute further to the d- radation of image quality. Super-Resolution is an image reconstruction technique that enhances a sequence of low-resolution images or video frames by increasing the spatial resolution of the images. Each of these low-resolution images contain only incomplete scene information and are geometrically warped, aliased, and - der-sampled. Super-resolution technique intelligently fuses the incomplete scene information from several consecutive low-resolution frames to reconstruct a hi- resolution representation of the original scene. In the last decade, with the advent of new technologies in both civil and mi- tary domain, more computer vision applications are being developed with a demand for high-quality high-resolution images. In fact, the demand for high- resolution images is exponentially increasing and the camera manufacturing te- nology is unable to cope up due to cost efficiency and other practical reasons.
Author : Arslan Munir
Publisher : John Wiley & Sons
ISBN 13 : 1119086418
Total Pages : 399 pages
Book Rating : 4.1/5 (19 download)
Download or read book Modeling and Optimization of Parallel and Distributed Embedded Systems written by Arslan Munir and published by John Wiley & Sons. This book was released on 2016-02-08 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the state-of-the-art in research in parallel and distributed embedded systems, which have been enabled by developments in silicon technology, micro-electro-mechanical systems (MEMS), wireless communications, computer networking, and digital electronics. These systems have diverse applications in domains including military and defense, medical, automotive, and unmanned autonomous vehicles. The emphasis of the book is on the modeling and optimization of emerging parallel and distributed embedded systems in relation to the three key design metrics of performance, power and dependability. Key features: Includes an embedded wireless sensor networks case study to help illustrate the modeling and optimization of distributed embedded systems. Provides an analysis of multi-core/many-core based embedded systems to explain the modeling and optimization of parallel embedded systems. Features an application metrics estimation model; Markov modeling for fault tolerance and analysis; and queueing theoretic modeling for performance evaluation. Discusses optimization approaches for distributed wireless sensor networks; high-performance and energy-efficient techniques at the architecture, middleware and software levels for parallel multicore-based embedded systems; and dynamic optimization methodologies. Highlights research challenges and future research directions. The book is primarily aimed at researchers in embedded systems; however, it will also serve as an invaluable reference to senior undergraduate and graduate students with an interest in embedded systems research.
Author : Roman Barták
Publisher : Springer Science & Business Media
ISBN 13 : 3540261524
Total Pages : 420 pages
Book Rating : 4.5/5 (42 download)
Download or read book Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems written by Roman Barták and published by Springer Science & Business Media. This book was released on 2005-05-20 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2005, held in Prague, Czech Republic, in May/June 2005. The 26 revised full papers published together with an invited paper and abstracts of 2 invited talks were carefully reviewed and selected from close to 100 submissions. Methodological and foundational issues from AI , OR, and algorithmics are presented as well as applications to the solution of combinatorial optimization problems in various fields.
Author : Udo J. Birk
Publisher : John Wiley & Sons
ISBN 13 : 3527341331
Total Pages : 405 pages
Book Rating : 4.5/5 (273 download)
Download or read book Super-Resolution Microscopy written by Udo J. Birk and published by John Wiley & Sons. This book was released on 2017-12-04 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique book on super-resolution microscopy techniques presents comparative, in-depth analyses of the strengths and weaknesses of the individual approaches. It was written for non-experts who need to understand the principles of super-resolution or who wish to use recently commercialized instruments as well as for professionals who plan to realize novel microscopic devices. Explaining the practical requirements in terms of hardware, software and sample preparation, the book offers a wealth of hands-on tips and practical tricks to get a setup running, provides invaluable help and support for successful data acquisition and specific advice in the context of data analysis and visualization. Furthermore, it addresses a wide array of transdisciplinary fields of applications. The author begins by outlining the joint efforts that have led to achieving super-resolution microscopy combining advances in single-molecule photo-physics, fluorophore design and fluorescent labeling, instrument design and software development. The following chapters depict and compare current main standard techniques such as structured illumination microscopy, single-molecule localization, stimulated emission depletion microscopy and multi-scale imaging including light-sheet and expansion microscopy. For each individual approach the experimental setups are introduced, the imaging protocols are provided and the various applications illustrated. The book concludes with a discussion of future challenges addressing issues of routine applications and further commercialization of the available methods. Guiding users in how to make choices for the design of their own experiments from scratch to promising application, this one-stop resource is intended for researchers in the applied sciences, from chemistry to biology and medicine to physics and engineering.
