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Information-Driven Planning and Control

Information-Driven Planning and Control
Author: Silvia Ferrari
Publisher: MIT Press
Total Pages: 683
Release: 2021-07-06
Genre: Computers
ISBN: 0262045427

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A unified framework for developing planning and control algorithms for active sensing, with examples of applications for specific sensor technologies. Active sensor systems, increasingly deployed in such applications as unmanned vehicles, mobile robots, and environmental monitoring, are characterized by a high degree of autonomy, reconfigurability, and redundancy. This book is the first to offer a unified framework for the development of planning and control algorithms for active sensing, with examples of applications for a range of specific sensor technologies. The methods presented can be characterized as information-driven because their goal is to optimize the value of information, rather than to optimize traditional guidance and navigation objectives.


Information-Driven Planning and Control

Information-Driven Planning and Control
Author: Silvia Ferrari
Publisher: MIT Press
Total Pages: 683
Release: 2021-07-06
Genre: Computers
ISBN: 0262362392

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A unified framework for developing planning and control algorithms for active sensing, with examples of applications for specific sensor technologies. Active sensor systems, increasingly deployed in such applications as unmanned vehicles, mobile robots, and environmental monitoring, are characterized by a high degree of autonomy, reconfigurability, and redundancy. This book is the first to offer a unified framework for the development of planning and control algorithms for active sensing, with examples of applications for a range of specific sensor technologies. The methods presented can be characterized as information-driven because their goal is to optimize the value of information, rather than to optimize traditional guidance and navigation objectives.


Information-Driven Planning and Control

Information-Driven Planning and Control
Author: Silvia Ferrari
Publisher: CRC Press
Total Pages: 400
Release: 2017-01-15
Genre:
ISBN: 9781498750301

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This book provides a thorough treatment of the performance modeling strategies and control algorithms required for the design and use of information-gathering autonomous agents comprised of unmanned vehicles equipped with multiple sensors, computing, and communication devices. These agents are becoming vital to a variety of applications in environmental monitoring, industrial monitoring, ecology, security and defense. The use of unmanned vehicles has changed the way in which these communities perform sensing over large spaces.


Information Driven Management Concepts and Themes

Information Driven Management Concepts and Themes
Author: Michael E.D. Koenig
Publisher: Walter de Gruyter
Total Pages: 80
Release: 2013-02-06
Genre: Language Arts & Disciplines
ISBN: 3110949156

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The International Federation of Library Associations and Institutions (IFLA) is the leading international body representing the interests of library and information services and their users. It is the global voice of the information profession. The series IFLA Publications deals with many of the means through which libraries, information centres, and information professionals worldwide can formulate their goals, exert their influence as a group, protect their interests, and find solutions to global problems.


The Data-Driven Project Manager

The Data-Driven Project Manager
Author: Mario Vanhoucke
Publisher: Apress
Total Pages: 164
Release: 2018-03-27
Genre: Business & Economics
ISBN: 1484234987

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Discover solutions to common obstacles faced by project managers. Written as a business novel, the book is highly interactive, allowing readers to participate and consider options at each stage of a project. The book is based on years of experience, both through the author's research projects as well as his teaching lectures at business schools. The book tells the story of Emily Reed and her colleagues who are in charge of the management of a new tennis stadium project. The CEO of the company, Jacob Mitchell, is planning to install a new data-driven project management methodology as a decision support tool for all upcoming projects. He challenges Emily and her team to start a journey in exploring project data to fight against unexpected project obstacles. Data-driven project management is known in the academic literature as “dynamic scheduling” or “integrated project management and control.” It is a project management methodology to plan, monitor, and control projects in progress in order to deliver them on time and within budget to the client. Its main focus is on the integration of three crucial aspects, as follows: Baseline Scheduling: Plan the project activities to create a project timetable with time and budget restrictions. Determine start and finish times of each project activity within the activity network and resource constraints. Know the expected timing of the work to be done as well as an expected impact on the project’s time and budget objectives. Schedule Risk Analysis: Analyze the risk of the baseline schedule and its impact on the project’s time and budget. Use Monte Carlo simulations to assess the risk of the baseline schedule and to forecast the impact of time and budget deviations on the project objectives. Project Control: Measure and analyze the project’s performance data and take actions to bring the project on track. Monitor deviations from the expected project progress and control performance in order to facilitate the decision-making process in case corrective actions are needed to bring projects back on track. Both traditional Earned Value Management (EVM) and the novel Earned Schedule (ES) methods are used. What You'll Learn Implement a data-driven project management methodology (also known as "dynamic scheduling") which allows project managers to plan, monitor, and control projects while delivering them on time and within budget Study different project management tools and techniques, such as PERT/CPM, schedule risk analysis (SRA), resource buffering, and earned value management (EVM) Understand the three aspects of dynamic scheduling: baseline scheduling, schedule risk analysis, and project control Who This Book Is For Project managers looking to learn data-driven project management (or "dynamic scheduling") via a novel, demonstrating real-time simulations of how project managers can solve common project obstacles


Computer Integrated Manufacturing (Iccim '91): Manufacturing Enterprises Of The 21st Century - Proceedings Of The International Conference

Computer Integrated Manufacturing (Iccim '91): Manufacturing Enterprises Of The 21st Century - Proceedings Of The International Conference
Author: B S Lim
Publisher: World Scientific
Total Pages: 646
Release: 1991-10-02
Genre:
ISBN: 9814556122

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In the 21st century, computer integrated manufacturing (CIM) systems will not only be the economic development tools but will also be the essential means of achieving a higher level of flexibility, cohesiveness and performance. CIM systems are beginning to settle into our society and industries, with greater emphasis on the integration of economic, cultural and social aspects together with design, planning, factory automation and artificial intelligent systems.This volume of proceedings brings together 10 keynote and invited speaker addresses, and over 180 papers by practitioners from 28 countries. It documents current research and in-depth studies on the fundamental aspects of advanced CIM systems and their practical applications. The papers fall into 3 main sections: CIM Related Issues; Industrial AI Applications Aspects; and Concurrent Engineering, Advanced Design, Simulation and Flexible Manufacturing Systems.


Data Driven

Data Driven
Author: Jeremy David Curuksu
Publisher: Springer
Total Pages: 197
Release: 2018-06-06
Genre: Business & Economics
ISBN: 3319702297

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This book is a “scientific” introduction to management consulting that covers elementary and more advanced concepts, such as strategy and client-relationship. It discusses the emerging role of information technologies in consulting activities and introduces the essential tools in data science, assuming no technical background. Drawing on extensive literature reviews with more than 200 peer reviewed articles, reports, books and surveys referenced, this book has at least four objectives: to be scientific, modern, complete and concise. An interactive version of some sections (industry snapshots, method toolbox) is freely accessible at econsultingdata.com.


Project Management Analytics

Project Management Analytics
Author: Harjit Singh
Publisher: FT Press
Total Pages: 412
Release: 2015-11-12
Genre: Business & Economics
ISBN: 0134190491

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To manage projects, you must not only control schedules and costs: you must also manage growing operational uncertainty. Today’s powerful analytics tools and methods can help you do all of this far more successfully. In Project Management Analytics, Harjit Singh shows how to bring greater evidence-based clarity and rationality to all your key decisions throughout the full project lifecycle. Singh identifies the components and characteristics of a good project decision and shows how to improve decisions by using predictive, prescriptive, statistical, and other methods. You’ll learn how to mitigate risks by identifying meaningful historical patterns and trends; optimize allocation and use of scarce resources within project constraints; automate data-driven decision-making processes based on huge data sets; and effectively handle multiple interrelated decision criteria. Singh also helps you integrate analytics into the project management methods you already use, combining today’s best analytical techniques with proven approaches such as PMI PMBOK® and Lean Six Sigma. Project managers can no longer rely on vague impressions or seat-of-the-pants intuition. Fortunately, you don’t have to. With Project Management Analytics, you can use facts, evidence, and knowledge—and get far better results. Achieve efficient, reliable, consistent, and fact-based project decision-making Systematically bring data and objective analysis to key project decisions Avoid “garbage in, garbage out” Properly collect, store, analyze, and interpret your project-related data Optimize multi-criteria decisions in large group environments Use the Analytic Hierarchy Process (AHP) to improve complex real-world decisions Streamline projects the way you streamline other business processes Leverage data-driven Lean Six Sigma to manage projects more effectively


Market-Driven Management

Market-Driven Management
Author: Jean-Jacques Lambin
Publisher: Bloomsbury Publishing
Total Pages: 624
Release: 2012-07-19
Genre: Business & Economics
ISBN: 0230363121

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Market-Driven Management adopts a broad approach to marketing, integrating the strategic and operational elements of the discipline. Lambin's unique approach reflects how marketing operates empirically, as both a business philosophy and an action-oriented process. Motivated by the increased complexity of markets, globalisation, deregulation, and the development of e-commerce, the author challenges the traditional concept of the 4Ps and the functional roles of marketing departments, focusing instead on the concept of market orientation. The book considers all of the key market stakeholders, arguing that developing market relations and enhancing customer value is the responsibility of every member of the organization, and that the development of this customer value is the only way for a firm to achieve profit and growth. New to this edition: - Greater coverage of ethical issues and corporate social responsibility; cultural diversity; value and branding and the economic downturn - Broad international perspective - Thoroughly revised to reflect the latest academic thinking and research With its unique approach, international cases and complementary online resources, this book is ideal for postgraduate and upper level undergraduate students of marketing, and for MBAs and Executive MBAs.


Verifying Cyber-Physical Systems

Verifying Cyber-Physical Systems
Author: Sayan Mitra
Publisher: MIT Press
Total Pages: 313
Release: 2021-02-16
Genre: Computers
ISBN: 0262044803

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A graduate-level textbook that presents a unified mathematical framework for modeling and analyzing cyber-physical systems, with a strong focus on verification. Verification aims to establish whether a system meets a set of requirements. For such cyber-physical systems as driverless cars, autonomous spacecraft, and air-traffic management systems, verification is key to building safe systems with high levels of assurance. This graduate-level textbook presents a unified mathematical framework for modeling and analyzing cyber-physical systems, with a strong focus on verification. It distills the ideas and algorithms that have emerged from more than three decades of research and have led to the creation of industrial-scale modeling and verification techniques for cyber-physical systems.