Simulation Based Acquisition

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Principles of Data Science

Author : Hamid R. Arabnia
Publisher : Springer Nature
ISBN 13 : 303043981X
Total Pages : 289 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Principles of Data Science by : Hamid R. Arabnia

Download or read book Principles of Data Science written by Hamid R. Arabnia and published by Springer Nature. This book was released on 2020-07-08 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides readers with a thorough understanding of various research areas within the field of data science. The book introduces readers to various techniques for data acquisition, extraction, and cleaning, data summarizing and modeling, data analysis and communication techniques, data science tools, deep learning, and various data science applications. Researchers can extract and conclude various future ideas and topics that could result in potential publications or thesis. Furthermore, this book contributes to Data Scientists’ preparation and to enhancing their knowledge of the field. The book provides a rich collection of manuscripts in highly regarded data science topics, edited by professors with long experience in the field of data science. Introduces various techniques, methods, and algorithms adopted by Data Science experts Provides a detailed explanation of data science perceptions, reinforced by practical examples Presents a road map of future trends suitable for innovative data science research and practice

Handbook of Human Systems Integration

Author : Harold R. Booher
Publisher : John Wiley & Sons
ISBN 13 : 9780471020530
Total Pages : 996 pages
Book Rating : 4.0/5 (25 download)

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Book Synopsis Handbook of Human Systems Integration by : Harold R. Booher

Download or read book Handbook of Human Systems Integration written by Harold R. Booher and published by John Wiley & Sons. This book was released on 2003-07-07 with total page 996 pages. Available in PDF, EPUB and Kindle. Book excerpt: A groundbreaking look at how technology with a human touch is revolutionizing government and industry Human Systems Integration (HSI) is very attractive as a new integrating discipline designed to help move business and engineering cultures toward a more people-technology orientation. Over the past decade, the United States and foreign governments have developed a wide range of tools, techniques, and technologies aimed at integrating human factors into engineering systems in order to achieve important cost and performance benefits that otherwise would not have been accomplished. In order for this new discipline to be effective, however, a cultural change is needed that must start with organizational leadership. Handbook of Human Systems Integration outlines the principles and methods that can be used to help integrate people, technology, and organizations with a common objective toward designing, developing, and operating systems effectively and efficiently. Handbook of Human Systems Integration is broad in scope, covering both public and commercial processes as they interface with systems engineering processes. Emphasizing the importance of management and organization concepts as well as the technical uniqueness of HSI, Handbook of Human Systems Integration features: * More than ninety contributors, technical advisors, and reviewers from government, industry, and academia * Comprehensive coverage of the most recent HSI developments, particularly in presenting the cutting-edge tools, techniques, and methodologies utilized by each of the HSI domains * Chapters representing the governments and industries of the United Kingdom and Canada * Contributions from three services of the Department of Defense along with the Federal Aviation Administration and the National Academy of Sciences * Many chapters covering both military and nonmilitary applications * Concepts widely used by government contractors both in the United States and abroad This book will be of special interest to HSI practitioners, systems engineers, and managers, as well as government and industry decision-makers who must weigh the recommendations of all multidisciplines contributing to systems performance, safety, and costs in order to make sound systems acquisition decisions.

Modeling and Simulation-Based Data Engineering

Author : Bernard P. Zeigler
Publisher : Elsevier
ISBN 13 : 0080550541
Total Pages : 448 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Modeling and Simulation-Based Data Engineering by : Bernard P. Zeigler

Download or read book Modeling and Simulation-Based Data Engineering written by Bernard P. Zeigler and published by Elsevier. This book was released on 2007-08-07 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Engineering has become a necessary and critical activity for business, engineering, and scientific organizations as the move to service oriented architecture and web services moves into full swing. Notably, the US Department of Defense is mandating that all of its agencies and contractors assume a defining presence on the Net-centric Global Information Grid. This book provides the first practical approach to data engineering and modeling, which supports interoperabililty with consumers of the data in a service- oriented architectures (SOAs). Although XML (eXtensible Modeling Language) is the lingua franca for such interoperability, it is not sufficient on its own. The approach in this book addresses critical objectives such as creating a single representation for multiple applications, designing models capable of supporting dynamic processes, and harmonizing legacy data models for web-based co-existence. The approach is based on the System Entity Structure (SES) which is a well-defined structure, methodology, and practical tool with all of the functionality of UML (Unified Modeling Language) and few of the drawbacks. The SES originated in the formal representation of hierarchical simulation models. So it provides an axiomatic formalism that enables automating the development of XML dtds and schemas, composition and decomposition of large data models, and analysis of commonality among structures. Zeigler and Hammond include a range of features to benefit their readers. Natural language, graphical and XML forms of SES specification are employed to allow mapping of legacy meta-data. Real world examples and case studies provide insight into data engineering and test evaluation in various application domains. Comparative information is provided on concepts of ontologies, modeling and simulation, introductory linguistic background, and support options enable programmers to work with advanced tools in the area. The website of the Arizona Center for Integrative Modeling and Simulation, co-founded by Zeigler in 2001, provides links to downloadable software to accompany the book. - The only practical guide to integrating XML and web services in data engineering - Introduces linguistic levels of interoperability for effective information exchange - Covers the interoperability standards mandated by national and international agencies - Complements Zeigler's classic THEORY OF MODELING AND SIMULATION

Defense Modeling, Simulation, and Analysis

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309180732
Total Pages : 96 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Defense Modeling, Simulation, and Analysis by : National Research Council

Download or read book Defense Modeling, Simulation, and Analysis written by National Research Council and published by National Academies Press. This book was released on 2006-09-22 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling, simulation, and analysis (MS&A) is a crucial tool for military affairs. MS&A is one of the announced pillars of a strategy for transforming the U.S. military. Yet changes in the enterprise of MS&A have not kept pace with the new demands arising from rapid changes in DOD processes and missions or with the rapid changes in the technology available to meet those demands. To help address those concerns, DOD asked the NRC to identify shortcomings in current practice of MS&A and suggest where and how they should be resolved. This report provides an assessment of the changing mission of DOD and environment in which it must operate, an identification of high-level opportunities for MS&A research to address the expanded mission, approaches for improving the interface between MS&A practitioners and decision makers, a discussion of training and continuing education of MS&A practitioners, and an examination of the need for coordinated military science research to support MS&A.

Simulation-based Inference in Econometrics

Author : Roberto Mariano
Publisher : Cambridge University Press
ISBN 13 : 9780521591126
Total Pages : 488 pages
Book Rating : 4.5/5 (911 download)

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Book Synopsis Simulation-based Inference in Econometrics by : Roberto Mariano

Download or read book Simulation-based Inference in Econometrics written by Roberto Mariano and published by Cambridge University Press. This book was released on 2000-07-20 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This substantial volume has two principal objectives. First it provides an overview of the statistical foundations of Simulation-based inference. This includes the summary and synthesis of the many concepts and results extant in the theoretical literature, the different classes of problems and estimators, the asymptotic properties of these estimators, as well as descriptions of the different simulators in use. Second, the volume provides empirical and operational examples of SBI methods. Often what is missing, even in existing applied papers, are operational issues. Which simulator works best for which problem and why? This volume will explicitly address the important numerical and computational issues in SBI which are not covered comprehensively in the existing literature. Examples of such issues are: comparisons with existing tractable methods, number of replications needed for robust results, choice of instruments, simulation noise and bias as well as efficiency loss in practice.

Signal

Author :
Publisher :
ISBN 13 :
Total Pages : 712 pages
Book Rating : 4.U/5 (183 download)

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Book Synopsis Signal by :

Download or read book Signal written by and published by . This book was released on 2000 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Simulated Voyages

Author : Division on Engineering and Physical Sciences
Publisher : National Academies Press
ISBN 13 : 0309053838
Total Pages : 304 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Simulated Voyages by : Division on Engineering and Physical Sciences

Download or read book Simulated Voyages written by Division on Engineering and Physical Sciences and published by National Academies Press. This book was released on 1996-04-21 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book assesses the state of practice and use of ship-bridge simulators in the professional development and licensing of deck officers and marine pilots. It focuses on full-mission computer-based simulators and manned models. It analyzes their use in instruction, evaluation and licensing and gives information and practical guidance on the establishment of training and licensing program standards, and on simulator and simulation validation.

Advanced Engineering Environments

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309172950
Total Pages : 116 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Advanced Engineering Environments by : National Research Council

Download or read book Advanced Engineering Environments written by National Research Council and published by National Academies Press. This book was released on 1999-06-07 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in the capabilities of technologies applicable to distributed networking, telecommunications, multi-user computer applications, and interactive virtual reality are creating opportunities for users in the same or separate locations to engage in interdependent, cooperative activities using a common computer-based environment. These capabilities have given rise to relatively new interdisciplinary efforts to unite the interests of mission-oriented communities with those of the computer and social science communities to create integrated, tool-oriented computation and communication systems. These systems can enable teams in widespread locations to collaborate using the newest instruments and computing resources. The benefits are many. For example, a new paradigm for intimate collaboration between scientists and engineers is emerging. This collaboration has the potential to accelerate the development and dissemination of knowledge and optimize the use of instruments and facilities, while minimizing the time between the discovery and application of new technologies. Advanced Engineering Environments: Achieving the Vision, Phase 1 describes the benefits and feasibility of ongoing efforts to develop and apply advanced engineering environments (AEEs), which are defined as particular implementations of computational and communications systems that create integrated virtual and/or distributed environments linking researchers, technologists, designers, manufacturers, suppliers, and customers.

Retooling Manufacturing

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309092663
Total Pages : 123 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Retooling Manufacturing by : National Research Council

Download or read book Retooling Manufacturing written by National Research Council and published by National Academies Press. This book was released on 2004-09-30 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the Department of Defense continues development of the future warrior system, the difficulty of moving rapidly from design to manufacturing for complex technologies is becoming a major concern. In particular, there are communication gaps between design and manufacturing that hinder rapid development of new products important for these future military developments. To help address those concerns, DOD asked the NRC to develop a framework for "bridging" these gaps through data management, modeling, and simulation. This report presents the results of this study. It provides a framework for virtual design and manufacturing and an assessment of the necessary tools; an analysis of the economic dimensions; an examination of barriers to virtual design and manufacturing in the DOD acquisition process; and a series of recommendations and research needs.

Simulation in Healthcare Education

Author : Ivette Motola
Publisher :
ISBN 13 : 9781908438706
Total Pages : 36 pages
Book Rating : 4.4/5 (387 download)

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Book Synopsis Simulation in Healthcare Education by : Ivette Motola

Download or read book Simulation in Healthcare Education written by Ivette Motola and published by . This book was released on 2014 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Introduction to Cyber Modeling and Simulation

Author : Jerry M. Couretas
Publisher : John Wiley & Sons
ISBN 13 : 1119420873
Total Pages : 192 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis An Introduction to Cyber Modeling and Simulation by : Jerry M. Couretas

Download or read book An Introduction to Cyber Modeling and Simulation written by Jerry M. Couretas and published by John Wiley & Sons. This book was released on 2018-10-30 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces readers to the field of cyber modeling and simulation and examines current developments in the US and internationally This book provides an overview of cyber modeling and simulation (M&S) developments. Using scenarios, courses of action (COAs), and current M&S and simulation environments, the author presents the overall information assurance process, incorporating the people, policies, processes, and technologies currently available in the field. The author ties up the various threads that currently compose cyber M&S into a coherent view of what is measurable, simulative, and usable in order to evaluate systems for assured operation. An Introduction to Cyber Modeling and Simulation provides the reader with examples of tools and technologies currently available for performing cyber modeling and simulation. It examines how decision-making processes may benefit from M&S in cyber defense. It also examines example emulators, simulators and their potential combination. The book also takes a look at corresponding verification and validation (V&V) processes, which provide the operational community with confidence in knowing that cyber models represent the real world. This book: Explores the role of cyber M&S in decision making Provides a method for contextualizing and understanding cyber risk Shows how concepts such the Risk Management Framework (RMF) leverage multiple processes and policies into a coherent whole Evaluates standards for pure IT operations, "cyber for cyber," and operational/mission cyber evaluations—"cyber for others" Develops a method for estimating both the vulnerability of the system (i.e., time to exploit) and provides an approach for mitigating risk via policy, training, and technology alternatives Uses a model-based approach An Introduction to Cyber Modeling and Simulation is a must read for all technical professionals and students wishing to expand their knowledge of cyber M&S for future professional work.

Organizational Simulation

Author : William B. Rouse
Publisher : John Wiley & Sons
ISBN 13 : 047173943X
Total Pages : 690 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Organizational Simulation by : William B. Rouse

Download or read book Organizational Simulation written by William B. Rouse and published by John Wiley & Sons. This book was released on 2005-07-22 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: From modeling and simulation to games and entertainment With contributions from leaders in systems and organizational modeling, behavioral and social sciences, computing and visualization, and gaming and entertainment, Organizational Simulation both articulates the grand vision of immersive environments and shows, in detail, how to realize it. This book offers unparalleled insight into the cutting edge of the field, since it was written by those who actually researched, designed, developed, deployed, marketed, sold, and critiqued today's best organizational simulations. The coverage is divided into four sections: * Introduction outlines the need for organizational simulation to support strategic thinking, design of unprecedented systems, and organizational learning, including the functionality and technology required to enable this support * Behaviors covers the state of knowledge of individual, group, and team behaviors and performance, how performance can best be supported, how performance is affected by national differences, and how organizational performance can best be measured * Modeling describes the latest approaches to modeling and simulating people, groups, teams, and organizations, as well as narrative contexts and organizational environments within which these entities act, drawing from a rich set of modeling methods and tools * Simulations and Games illustrates a wide range of fielded simulations, games, and entertainment, including the methods and tools employed for designing, developing, deploying, and evaluating these systems, as well as the social implications for the associated communities that have emerged Addressing all levels of organizational simulation architecture with theories and applications, and enabling technologies for each, Organizational Simulation offers students and professionals the premier reference and practical toolbox for this dynamic field.

Systems of Systems

Author : Dominique Luzeaux
Publisher : John Wiley & Sons
ISBN 13 : 1118619749
Total Pages : 587 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Systems of Systems by : Dominique Luzeaux

Download or read book Systems of Systems written by Dominique Luzeaux and published by John Wiley & Sons. This book was released on 2013-03-04 with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the systems designed to support activity in the fields of banking, health, transportation, space, aeronautics, defense, etc. have become increasingly larger and more complex. With the growing maturity of information and communication technologies, systems have been interconnected within growing networks, yielding new capabilities and services through the combination of system functionalities. This has led to a further increasing complexity that has to be managed in order to take advantage of these system integrations. The book is divided into two parts. The first part addresses the concept and practical illustrations of a “system of systems” and is a multidisciplinary introduction to the notion of a “systems of systems” that is discussed extensively in the current scientific and technical literature. After a critical comparison of the different definitions and a range of various practical illustrations, this part provides answers to key questions such as what a system of systems is and how its complexity can be mastered. The second part, described as “systems-of-systems engineering: methods and tools”, focuses on both engineering and modeling, and standardization issues that are critical to deal with the key steps in systems of systems engineering: namely eliciting stakeholder needs, architecture optimization, integration of constituent systems, qualification, and utilization.

Army RD & A Bulletin

Author :
Publisher :
ISBN 13 :
Total Pages : 84 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Army RD & A Bulletin by :

Download or read book Army RD & A Bulletin written by and published by . This book was released on 1999-05 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt:

High Performance Computing Contributions to DoD Mission Success

Author :
Publisher :
ISBN 13 :
Total Pages : 164 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis High Performance Computing Contributions to DoD Mission Success by :

Download or read book High Performance Computing Contributions to DoD Mission Success written by and published by . This book was released on 1998 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Methods and Technologies for Agent and Multi-Agent Systems

Author : D. Barbucha
Publisher : IOS Press
ISBN 13 : 1614992541
Total Pages : 484 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Advanced Methods and Technologies for Agent and Multi-Agent Systems by : D. Barbucha

Download or read book Advanced Methods and Technologies for Agent and Multi-Agent Systems written by D. Barbucha and published by IOS Press. This book was released on 2013-05-14 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of agent and multi-agent systems is concerned with the development and evaluation of sophisticated, AI-based, problem solving and control architectures for both single and multi-agent systems. This book presents the proceedings of the 7th KES Conference on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2013), held in Hue City, Vietnam, in May 2013. The KES-AMSTA 2013 conference provides an internationally respected forum for scientific research in the technologies and applications of agent and multi-agent systems. In all, 44 papers were selected for oral presentation and publication in this volume. Special attention is paid to the feature topics of intelligent technologies and applications in the area of e-health, social networking, self-organizing systems, economics and trust management. Other topics covered include: agent oriented software engineering; beliefs engineering; desires and intentions representation; agent cooperation, coordination, negotiation, organization and communication; distributed problem-solving; specification of agent communication languages; formalization of ontologies; and conversational agents. The book highlights new trends and challenges in agent and multi-agent research, and will be of interest to the research community working in the fields of artificial intelligence, collective computational intelligence, robotics, dialogue systems and, in particular, agent and multi-agent systems, technologies and applications.

Principles of Modeling and Simulation

Author : John A. Sokolowski
Publisher : John Wiley & Sons
ISBN 13 : 1118210948
Total Pages : 211 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Principles of Modeling and Simulation by : John A. Sokolowski

Download or read book Principles of Modeling and Simulation written by John A. Sokolowski and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores wide-ranging applications of modeling and simulation techniques that allow readers to conduct research and ask "What if?" Principles of Modeling and Simulation: A Multidisciplinary Approach is the first book to provide an introduction to modeling and simulation techniques across diverse areas of study. Numerous researchers from the fields of social science, engineering, computer science, and business have collaborated on this work to explore the multifaceted uses of computational modeling while illustrating their applications in common spreadsheets. The book is organized into three succinct parts: Principles of Modeling and Simulation provides a brief history of modeling and simulation, outlines its many functions, and explores the advantages and disadvantages of using models in problem solving. Two major reasons to employ modeling and simulation are illustrated through the study of a specific problem in conjunction with the use of related applications, thus gaining insight into complex concepts. Theoretical Underpinnings examines various modeling techniques and introduces readers to two significant simulation concepts: discrete event simulation and simulation of continuous systems. This section details the two primary methods in which humans interface with simulations, and it also distinguishes the meaning, importance, and significance of verification and validation. Practical Domains delves into specific topics related to transportation, business, medicine, social science, and enterprise decision support. The challenges of modeling and simulation are discussed, along with advanced applied principles of modeling and simulation such as representation techniques, integration into the application infrastructure, and emerging technologies. With its accessible style and wealth of real-world examples, Principles of Modeling and Simulation: A Multidisciplinary Approach is a valuable book for modeling and simulation courses at the upper-undergraduate and graduate levels. It is also an indispensable reference for researchers and practitioners working in statistics, mathematics, engineering, computer science, economics, and the social sciences who would like to further develop their understanding and knowledge of the field.