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Iterative Learning Control for Network Systems Under Constrained Information Communication (Intelligent Control and Learning Systems #12)

by Wenjun Xiong Zijian Luo Daniel W. Ho

This book focuses on the subject area of Network Systems and Control Theory, providing a comprehensive examination of the dynamic behavior of networked systems operating under communication constraints. It introduces innovative iterative learning control strategies that aim to ensure stability, consistency, and security of networked systems. The field of networked systems has garnered significant interest from scientists and engineers across various disciplines, including information, electrical, transportation, life, social, and management sciences. This book consistently addresses a wide range of issues related to networked systems, emphasizing the critical impact of communication constraints on stability and security. It highlights the effectiveness and importance of iterative learning methods in tackling these challenges.Suitable for both undergraduate and graduate students interested in networked systems and iterative learning control, this book alsoserves as a valuable resource for university faculty and engineers engaged in complex systems, control theory research, and real-world applications. Its broad appeal extends to professionals working in related fields, seeking a deeper understanding of networked systems and their control mechanisms.

Iterative Learning Control over Random Fading Channels

by Dong Shen Xinghuo Yu

Random fading communication is a type of attenuation damage of data over certain propagation media. Establishing a systematic framework for the design and analysis of learning control schemes, the book studies in depth the iterative learning control for stochastic systems with random fading communication. The authors introduce both cases where the statistics of the random fading channels are known in advance and unknown. They then extend the framework to other systems, including multi-agent systems, point-to-point tracking systems, and multi-sensor systems. More importantly, a learning control scheme is established to solve the multi-objective tracking problem with faded measurements, which can help practical applications of learning control for high-precision tracking of networked systems. The book will be of interest to researchers and engineers interested in learning control, data-driven control, and networked control systems.

Iterative Learning Stabilization and Fault-Tolerant Control for Batch Processes

by Limin Wang Ridong Zhang Furong Gao

This book is based on the authors’ research on the stabilization and fault-tolerant control of batch processes, which are flourishing topics in the field of control system engineering. It introduces iterative learning control for linear/nonlinear single/multi-phase batch processes; iterative learning optimal guaranteed cost control; delay-dependent iterative learning control; and iterative learning fault-tolerant control for linear/nonlinear single/multi-phase batch processes. Providing important insights and useful methods and practical algorithms that can potentially be applied in batch process control and optimization, it is a valuable resource for researchers, scientists, and engineers in the field of process system engineering and control engineering.

Iterative Optimizers: Difficulty Measures and Benchmarks

by Maurice Clerc

Almost every month, a new optimization algorithm is proposed, often accompanied by the claim that it is superior to all those that came before it. However, this claim is generally based on the algorithm’s performance on a specific set of test cases, which are not necessarily representative of the types of problems the algorithm will face in real life. This book presents the theoretical analysis and practical methods (along with source codes) necessary to estimate the difficulty of problems in a test set, as well as to build bespoke test sets consisting of problems with varied difficulties. The book formally establishes a typology of optimization problems, from which a reliable test set can be deduced. At the same time, it highlights how classic test sets are skewed in favor of different classes of problems, and how, as a result, optimizers that have performed well on test problems may perform poorly in real life scenarios.

iText in Action

by Bruno Lowagie

With iText, one can transform PDF documents into live, interactive applications quickly and easily. This free and open source library for Java and .NET is the leading tool of its kind, and was primarily developed and maintained by Bruno Lowagie, the author of this book.iText in Action, Second Edition offers an introduction and a practical guide to iText and the internals of PDF. While at the entry level iText is easy to learn, there's an astonishing range of things you can do once you dive below the surface. This book lowers the learning curve and, through numerous innovative and practical examples, unlocks the secrets hidden in Adobe's PDF Reference.This totally revised new edition introduces the new functionality added to iText in recent releases, and it updates all examples from JDK 1.4 to Java 5. The examples are in Java but they can be easily adapted to.NET. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.

ITIL® 2011 At a Glance

by John O. Long

"ITIL® 2011 At a Glance" is an important update to the internationally-recognized ITIL® best practices for IT Service Management. "ITIL® 2011 At a Glance" provides graphical and textual memory joggers for the primary concepts of those best practices. IT organizations worldwide are implementing ITIL® as a vehicle for improving IT service quality and improve return on investment for IT services. This book is an update based on the ITIL 2011 Update. The desk reference's unique graphical approach will take otherwise complex textual descriptions and make the information accessible in a series of consistent, simple diagrams. "ITIL® 2011 At a Glance" will be of interest to organizations looking to train their staffs in a consistent and cost-effective way. Further, this book is ideal for anyone involved in planning consulting, implementing, or testing an ITIL® implementation.

ITIL® and Organizational Change

by Pamela Erskine

Organizational change is difficult to manage and takes time to implement. How it is managed has a direct impact on its success. The implementation of ITIL can be particularly challenging, especially for organizations for whom it represents a radical change. So how do you ensure that the process goes smoothly and offers a return on your investment? In ITIL® and Organizational Change, Pamela Erskine analyzes some of the reasons why organizations fail to realize the benefits of ITIL and offers practical ways to avoid these pitfalls. She examines ways to clear the many hurdles that can obstruct progress and investigates how to improve acceptance of change in the workplace. Drawing on her many years of experience, Pamela discusses five different models of organizational change and explains how to select the most suitable approach for your project and your organization. Real-life examples bring the theories to life.

ITIL Foundation Exam Study Guide

by Liz Gallacher Helen Morris

Everything you need to prepare for the ITIL exam - Accredited to 2011 syllabusThe ITIL (Information Technology Infrastructure Library) exam is the ultimate certification for IT service management. This essential resource is a complete guide to preparing for the ITIL Foundation exam and includes everything you need for success. Organized around the ITIL Foundation (2011) syllabus, the study guide addresses the ITIL Service Lifecycles, the ITIL processes, roles, and functions, and also thoroughly explains how the Service Lifecycle provides effective and efficient IT services.Offers an introduction to IT service management and ITIL V3 service strategyHighlights the topics of service design and development and the service management processesReviews the building, testing, authorizing, documenting, and implementation of new and changed services into operationAddresses creating and maintaining value for customers through monitoring and improving services, processes, and technologyDownload valuable study tools including practice exams, flashcards, a glossary of key terms and more.If you prefer self-study over the more expensive training course, but you don't want to skimp on information or preparation, then this study guide is for you.

ITIL Intermediate Certification Companion Study Guide: Intermediate ITIL Service Capability Exams

by Liz Gallacher Helen Morris

The expert-led, full-coverage supporting guide for all four ITIL exams ITIL Intermediate Certification Companion Study Guide is your ultimate support system for the Intermediate ITIL Service Capability exams. Written by Service Management and ITIL framework experts, this book gives you everything you need to pass, including full coverage of all objectives for all four exams. Clear, concise explanations walk you through the process areas, concepts, and terms you need to know, and real-life examples show you how they are applied by professionals in the field every day. Although this guide is designed for exam preparation, it doesn't stop there — you also get expert insight on major topics in the field. The discussion includes operational support and analysis; planning, protection and optimization; release, control and validation; and service offerings and agreements that you'll need to know for the job. ITIL is the most widely-adopted IT Service Management qualification in the world, providing a practical, no-nonsense framework for identifying, planning, delivering, and supporting IT services to businesses. This book is your ideal companion for exam preparation, with comprehensive coverage and detailed information. Learn service strategy principles, organization, and implementation Master the central technologies used in IT Service Management Be aware of inherent challenges, risks, and critical success factors Internalize the material covered on all four ITIL exams The ITIL qualification is recognized around the globe, and is seen as the de facto certification for those seeking IT Service Management positions. Passing these exams requires thorough preparation and rigorous self-study, but the reward is a qualification that can follow you anywhere. ITIL Intermediate Certification Companion Study Guide for the ITIL Service Capability Exams leads you from Foundation to Master, giving you everything you need for exam success.

ITIL Intermediate Certification Companion Study Guide: Intermediate ITIL Service Lifecycle Exams

by Helen Morris Liz Gallacher

Complete, detailed preparation for the Intermediate ITIL Service Lifecycle examsITIL Intermediate Certification Companion Study Guide is the ultimate supporting guide to the ITIL Service Lifecycle syllabus, with full coverage of all Intermediate ITIL Service Lifecycle exam objectives for Service Operation, Service Design, Service Transition, Continual Service Improvement, and Service Strategy. Using clear and concise language, this useful companion guides you through each Lifecycle module and each of the process areas, helping you understand the concepts that underlie each skill required for certification. Illustrative examples demonstrate how these skills are applied in real-life scenarios, helping you realize the importance of what you're learning each step of the way. Additional coverage includes service strategy principles and processes, governance, organization, implementation, and technology considerations, plus guidance toward common challenges and risks. ITIL is the most widely adopted approach for IT Service Management in the world, providing a practical, no-nonsense framework for identifying, planning, delivering, and supporting IT services to businesses. This study guide is the ultimate companion for certification candidates, giving you everything you need to know in a single informative volume. Review the information needed for all five Lifecycle exams Examine real-life examples of how these concepts are applied Gain a deeper understanding of each of the process areas Learn more about governance, organization, implementation, and more The Intermediate ITIL Service Lifecycle exams expect you to demonstrate thorough knowledge of the concepts, processes, and functions related to the modules. The certification is recognized around the world as the de facto standard for IT Service Management, and the skills it requires increase your value to any business. For complete, detailed exam preparation, ITIL Certification Companion Study Guide for the Intermediate ITIL Service Lifecycle Exams is an invaluably effective tool.

ITIL® Lifecycle Essentials

by Claire Agutter

Taking you through the ITIL Foundation exam and beyond. ITIL is the best practice methodology for IT Service Management, developed by the UK government and globally adopted in both the public and private sectors. ITIL Lifecycle Essentials covers all of the vital material required for the entry-level ITIL Foundation Certificate, which gives candidates a comprehensive overview of the key elements, concepts and terminology used in the ITIL service lifecycle. The essential link between your ITIL qualification and the real-world. More than just a guide to help you pass an exam, this book also provides practical guidance for when newly qualified practitioners enter the real-world. By addressing processes and concepts not covered in the syllabus, this book guides practitioners as they go beyond Foundation level. It features practical tips on using service management, and for each process the author adds to the theory with lessons from her own real-world experience. ITIL Lifecycle Essentials is ideal for self-study candidates, training delegates and V2 Foundation Certificate holders who have not yet taken the upgraded exam. Project managers looking to broaden their qualifications will find it a helpful companion to their studies and a practical aid for their professional development. Contractors or consultants with limited study time will also find this book essential to their part-time education. A perfect companion before, during and after your ITIL education. Claire Agutter has held a number of operational, consulting and implementation roles, giving her real-world, practical experience of ITIL. Since 2007 she has been an ITIL principal lecturer and has been involved in exam panels for ITIL V2 and V3. She has also provided online ITIL training to hundreds of successful Foundation delegates.

ITIL Version 3 at a Glance

by John O. Long

ITIL® Version 3 At a Glance takes a graphical approach to consolidating the information of ITIL® version 3. ITIL® is an internationally-recognized set of best practices for providing IT service management. IT organizations worldwide are implementing ITIL® as a vehicle for improving IT service quality and improve return on investment for IT services. The desk reference's unique graphical approach takes otherwise complex textual descriptions and makes the information accessible in a series of consistent, simple diagrams. ITIL® Version 3 At a Glance will be of interest to organizations looking to train their staffs in a consistent and cost-effective way. Further, this book is ideal for anyone involved in planning consulting, implementing, or testing an ITIL® Version 3 implementation.

ITNG 2021 18th International Conference on Information Technology-New Generations (Advances in Intelligent Systems and Computing #1346)

by Shahram Latifi

This volume represents the 18th International Conference on Information Technology - New Generations (ITNG), 2021. ITNG is an annual event focusing on state of the art technologies pertaining to digital information and communications. The applications of advanced information technology to such domains as astronomy, biology, education, geosciences, security, and health care are the among topics of relevance to ITNG. Visionary ideas, theoretical and experimental results, as well as prototypes, designs, and tools that help the information readily flow to the user are of special interest. Machine Learning, Robotics, High Performance Computing, and Innovative Methods of Computing are examples of related topics. The conference features keynote speakers, a best student award, poster award, service award, a technical open panel, and workshops/exhibits from industry, government and academia. This publication is unique as it captures modern trends in IT with a balance of theoretical and experimental work. Most other work focus either on theoretical or experimental, but not both. Accordingly, we do not know of any competitive literature.

ITNG 2022 19th International Conference on Information Technology-New Generations (Advances in Intelligent Systems and Computing #1421)

by Shahram Latifi

This volume represents the 19th International Conference on Information Technology - New Generations (ITNG), 2022. ITNG is an annual event focusing on state of the art technologies pertaining to digital information and communications. The applications of advanced information technology to such domains as astronomy, biology, education, geosciences, security, and health care are the among topics of relevance to ITNG. Visionary ideas, theoretical and experimental results, as well as prototypes, designs, and tools that help the information readily flow to the user are of special interest. Machine Learning, Robotics, High Performance Computing, and Innovative Methods of Computing are examples of related topics. The conference features keynote speakers, a best student award, poster award, and service award. . This publication is unique as it captures modern trends in IT with a balance of theoretical and experimental work. Most other work focus either on theoretical or experimental, but not both. Accordingly, we do not know of any competitive literature.

ITNG 2023 20th International Conference on Information Technology-New Generations (Advances in Intelligent Systems and Computing #1445)

by Shahram Latifi

This volume represents the 20th International Conference on Information Technology - New Generations (ITNG), 2023. ITNG is an annual event focusing on state of the art technologies pertaining to digital information and communications. The applications of advanced information technology to such domains as astronomy, biology, education, geosciences, security, and health care are the among topics of relevance to ITNG. Visionary ideas, theoretical and experimental results, as well as prototypes, designs, and tools that help the information readily flow to the user are of special interest. Machine Learning, Robotics, High Performance Computing, and Innovative Methods of Computing are examples of related topics. The conference features keynote speakers, a best student award, poster award, service award, a technical open panel, and workshops/exhibits from industry, government and academia. This publication is unique as it captures modern trends in IT with a balance of theoretical and experimental work. Most other work focus either on theoretical or experimental, but not both. Accordingly, we do not know of any competitive literature.

It's a Book

by Lane Smith

Playful and lighthearted with a subversive twist that is signature Lane Smith, IT’S A BOOK is a delightful manifesto on behalf of print in the digital age. This satisfying, perfectly executed picture book has something to say to readers of all stripes and all ages.

It's All About Coordination: Essays Dedicated To Farhad Arbab On The Occasion Of His 65th Birthday (Theoretical Computer Science and General Issues #10865)

by Frank De Boer Marcello Bonsangue Jan Rutten

This Festschrift volume has been published to celebrate the lifelong scientific achievements of Farhad Arbab on the occasion of his retirement from the Centre of Mathematics and Computer Science (CWI).Over the years Farhad Arbab has sucessfully been engaged in scientific explorations in various directions: Software Composition, Service Oriented Computing, Component-based Software, Concurrency Theory, Coordination Models and Languages, Parallel and Distributed Computing, Visual Programming Environments, Constraints, Logic and Object-Oriented Programming.Farhad Arbab has shaped the field of Coordination Models and Languages. His insight that it is all about exeogeneous coordination gave rise to the striking elegance and beauty of Reo: an exogenous coordination model based on a formal calculus of channel composition. Reo has been extremely successful and is having a great impact in many of the areas mentioned above.The present volume collects a number of papers by several of Farhad’s close collaborators over the years.

IT's All about the People: Technology Management That Overcomes Disaffected People, Stupid Processes, and Deranged Corporate Cultures

by Stephen J. Andriole

This book explains how to achieve dramatic improvements in service and agility by enhancing the people, processes, and culture within your organization. It details the various roles within the technology management process and supplies insight into the realities of human behavior-including the range of best and worst behaviors from managers, executives, and corporate culture. Industry veteran Stephen J. Andriole provides a fresh perspective on the old basics of IT management through a twenty-first-century lens.

It's All Analytics!: The Foundations of Al, Big Data and Data Science Landscape for Professionals in Healthcare, Business, and Government

by Scott Burk Gary D. Miner

It's All Analytics! The Foundations of AI, Big Data and Data Science Landscape for Professionals in Healthcare, Business, and Government (978-0-367-35968-3, 325690) Professionals are challenged each day by a changing landscape of technology and terminology. In recent history, especially in the last 25 years, there has been an explosion of terms and methods that automate and improve decision-making and operations. One term, "analytics," is an overarching description of a compilation of methodologies. But AI (artificial intelligence), statistics, decision science, and optimization, which have been around for decades, have resurged. Also, things like business intelligence, online analytical processing (OLAP) and many, many more have been born or reborn. How is someone to make sense of all this methodology and terminology? This book, the first in a series of three, provides a look at the foundations of artificial intelligence and analytics and why readers need an unbiased understanding of the subject. The authors include the basics such as algorithms, mental concepts, models, and paradigms in addition to the benefits of machine learning. The book also includes a chapter on data and the various forms of data. The authors wrap up this book with a look at the next frontiers such as applications and designing your environment for success, which segue into the topics of the next two books in the series.

It's All Analytics - Part II: Designing an Integrated AI, Analytics, and Data Science Architecture for Your Organization

by Gary Miner Scott Burk David Sweenor

Up to 70% and even more of corporate Analytics Efforts fail!!! Even after these corporations have made very large investments, in time, talent, and money, in developing what they thought were good data and analytics programs. Why? Because the executives and decision makers and the entire analytics team have not considered the most important aspect of making these analytics efforts successful. In this Book II of "It’s All Analytics!" series, we describe two primary things: 1) What this "most important aspect" consists of, and 2) How to get this "most important aspect" at the center of the analytics effort and thus make your analytics program successful. This Book II in the series is divided into three main parts: Part I, Organizational Design for Success, discusses ……. The need for a complete company / organizational Alignment of the entire company and its analytics team for making its analytics successful. This means attention to the culture – the company culture culture!!! To be successful, the CEO’s and Decision Makers of a company / organization must be fully cognizant of the cultural focus on ‘establishing a center of excellence in analytics’. Simply, "culture – company culture" is the most important aspect of a successful analytics program. The focus must be on innovation, as this is needed by the analytics team to develop successful algorithms that will lead to greater company efficiency and increased profits. Part II, Data Design for Success, discusses ….. Data is the cornerstone of success with analytics. You can have the best analytics algorithms and models available, but if you do not have good data, efforts will at best be mediocre if not a complete failure. This Part II also goes further into data with descriptions of things like Volatile Data Memory Storage and Non-Volatile Data Memory Storage, in addition to things like data structures and data formats, plus considering things like Cluster Computing, Data Swamps, Muddy Data, Data Marts, Enterprise Data Warehouse, Data Reservoirs, and Analytic Sandboxes, and additionally Data Virtualization, Curated Data, Purchased Data, Nascent & Future Data, Supplemental Data, Meaningful Data, GIS (Geographic Information Systems) & Geo Analytics Data, Graph Databases, and Time Series Databases. Part II also considers Data Governance including Data Integrity, Data Security, Data Consistency, Data Confidence, Data Leakage, Data Distribution, and Data Literacy. Part III, Analytics Technology Design for Success, discusses …. Analytics Maturity and aspects of this maturity, like Exploratory Data Analysis, Data Preparation, Feature Engineering, Building Models, Model Evaluation, Model Selection, and Model Deployment. Part III also goes into the nuts and bolts of modern predictive analytics, discussing such terms as AI = Artificial Intelligence, Machine Learning, Deep Learning, and the more traditional aspects of analytics that feed into modern analytics like Statistics, Forecasting, Optimization, and Simulation. Part III also goes into how to Communicate and Act upon Analytics, which includes building a successful Analytics Culture within your company / organization. All-in-all, if your company or organization needs to be successful using analytics, this book will give you the basics of what you need to know to make it happen.

It's All Analytics, Part III: The Applications of AI, Analytics, and Data Science

by Scott Burk Gary Miner

Professionals are challenged each day by a changing landscape of technology and terminology. In recent history, especially the last 25 years, there has been an explosion of terms and methods born that automate and improve decision-making and operations. One term, called "analytics," is an overarching description of a compilation of methodologies. But artificial intelligence (AI), statistics, decision science, and optimization, which have been around for decades, have resurged. Also, things like business intelligence, online analytical processing (OLAP) and many, many more have been born or reborn. How is someone to make sense of all this methodology, terminology? Extending on the foundations introduced in the first book, this book illustrates how professionals in healthcare, business, and government are applying these disciplines, methods, and technologies. The goal of this book is to get leaders and practitioners to start thinking about how they may deploy techniques outside their function or industry into their domain. Application of modern technology into new areas is one of the fastest, most effective ways to improve results. By providing a rich set of examples, this book fosters creativity in the application and use of AI and analytics in innovative ways.

It's Not the Size of the Data - It's How You Use It: Smarter Marketing with Analytics and Dashboards

by Koen Pauwels

Brand tracking, CRM programs, trade shows, online behavior tracking, satisfaction studies. Mounds of marketing metrics are generated across touchpoints and channels. It can be information overload--too much, too scattered. But locked in the vast quantity of information are accurate, data-driven answers to every marketing question. Analytic dashboards are transformative web-based tools that gather, syn the size, and visually display essential data in real time, directly connecting marketing with performance. World renowned marketing expert Koen Pauwels supplies a simple yet rigorous methodology and wealth of case studies to help any size organization, in any industry, turn data into productive action. He explains step by step how to: Gain crucial IT support Build a rock-solid database Select key leading performance indicators Design the optimal dashboard layout Use marketing analytics to improve decisions and reap rewards Gut decisions are outdated and downright dangerous. Whether you're trying to allocate resources between online and offline marketing, measure the ROI of specific efforts, or scale up a creative campaign, dashboard analytics bring scientific precision and insight to marketing efforts--with far better results.

It’s Your Digital Life

by Giri Govindarajulu Shyam Sundar Ramaswami Shriram K. Vasudevan

This book intends to develop cyber awareness and technical knowledge in anyone who is interested in technology by looking at subjects and experiences the average person will have come into contact with in their life. This book aims to provide a complete and comprehensive analysis, technological inputs and case studies for the readers to build their awareness and knowledge, but in a meaningful way which will stay relevant. There are books available on the market, but they primarily discuss theory, and no industry connection or current state-of-the-art technology is presented. By discussing subjects and experiences that all readers will be familiar with, this book will aid understanding and comprehension of how cyber threats can be noticed, avoided and understood in everyday life. As well as case studies, this book also contains plentiful illustrations and supplementary videos, which will be available via YouTube to complement the information. Giri Govindarajulu is a Chief Information Security officer for Cisco Asiapac and is a 20-year Cisco veteran. Shyam Sundar Ramaswami is the Lead Threat Researcher with the Cisco Talos Threat Intelligence group. Shyam is a two-time TEDx speaker and a teacher of cybersecurity. Dr. Shriram K. Vasudevan is currently working as Dean of K. Ramakrishnan College of Technology. He has authored/co-authored 42 books for reputed publishers across the globe and 122 research papers in revered international journals, plus 30 papers for international/national conferences.

IUTAM Laminar-Turbulent Transition: 9th IUTAM Symposium, London, UK, September 2–6, 2019 (IUTAM Bookseries #38)

by Spencer Sherwin Peter Schmid Xuesong Wu

This volume comprises the carefully revised papers of the 9th IUTAM Symposium on Laminar-Turbulent Transition, held at the Imperial College, London, UK, in September 2019. The papers focus on the leading research in understanding transition to turbulence, which is a challenging topic of fluid mechanics and arises in many modern technologies as well as in nature. The proceedings are of interest for researchers in fluid mechanics and industry who have to handle these types of problems, such as in the aeronautical sector.

IUTAM Symposium on Emerging Trends in Rotor Dynamics

by K. Gupta

Rotor dynamics is an important branch of dynamics that deals with behavior of rotating machines ranging from very large systems like power plant rotors, for example, a turbogenerator, to very small systems like a tiny dentist's drill, with a variety of rotors such as pumps, compressors, steam/gas turbines, motors, turbopumps etc. as used for example in process industry, falling in between. The speeds of these rotors vary in a large range, from a few hundred RPM to more than a hundred thousand RPM. Complex systems of rotating shafts depending upon their specific requirements, are supported on different types of bearings. There are rolling element bearings, various kinds of fluid film bearings, foil and gas bearings, magnetic bearings, to name but a few. The present day rotors are much lighter, handle a large amount of energy and fluid mass, operate at much higher speeds, and therefore are most susceptible to vibration and instability problems. This have given rise to several interesting physical phenomena, some of which are fairly well understood today, while some are still the subject of continued investigation. Research in rotor dynamics started more than one hundred years ago. The progress of the research in the early years was slow. However, with the availability of larger computing power and versatile measurement technologies, research in all aspects of rotor dynamics has accelerated over the past decades. The demand from industry for light weight, high performance and reliable rotor-bearing systems is the driving force for research, and new developments in the field of rotor dynamics. The symposium proceedings contain papers on various important aspects of rotor dynamics such as, modeling, analytical, computational and experimental methods, developments in bearings, dampers, seals including magnetic bearings, rub, impact and foundation effects, turbomachine blades, active and passive vibration control strategies including control of instabilities, nonlinear and parametric effects, fault diagnostics and condition monitoring, and cracked rotors. This volume is of immense value to teachers, researchers in educational institutes, scientists, researchers in R&D laboratories and practising engineers in industry.

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