Simple Adaptive Strategies

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Publisher : World Scientific
ISBN 13 : 9814401595
Total Pages : 336 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Simple Adaptive Strategies by : Sergiu Hart

Download or read book Simple Adaptive Strategies written by Sergiu Hart and published by World Scientific. This book was released on 2013-01-22 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume collects almost two decades of joint work of Sergiu Hart and Andreu Mas-Colell on game dynamics and equilibria. The starting point was the introduction of the adaptive strategy called regret-matching, which on the one hand is simple and natural, and on the other is shown to lead to correlated equilibria. This initial finding — boundedly rational behavior that yields fully rational outcomes in the long run — generated a large body of work on the dynamics of simple adaptive strategies. In particular, a natural condition on dynamics was identified: uncoupledness, whereby decision-makers do not know each other's payoffs and utilities (so, while chosen actions may be observable, the motivations are not). This condition turns out to severely limit the equilibria that can be reached. Interestingly, there are connections to the behavioral and neurobiological sciences and also to computer science and engineering (e.g., via notions of “regret”). Simple Adaptive Strategies is self-contained and unified in its presentation. Together with the formal treatment of concepts, theorems, and proofs, significant space is devoted to informal explanations and illuminating examples. It may be used for advanced graduate courses — in game theory, economics, mathematics, computer science, engineering — and for further research. Contents:Correlated Equilibria:Existence of Correlated Equilibria (Sergiu Hart and David Schmeidler)Regret Matching:A Simple Adaptive Procedure Leading to Correlated Equilibrium (Sergiu Hart and Andreu Mas-Colell)A General Class of Adaptive Strategies (Sergiu Hart and Andreu Mas-Colell)A Reinforcement Procedure Leading to Correlated Equilibrium (Sergiu Hart and Andreu Mas-Colell)Regret-Based Continuous-Time Dynamics (Sergiu Hart and Andreu Mas-Colell)General Procedures Leading to Correlated Equilibria (Amotz Cahn)Uncoupled Dynamics:Uncoupled Dynamics Do Not Lead to Nash Equilibrium (Sergiu Hart and Andreu Mas-Colell)Stochastic Uncoupled Dynamics and Nash Equilibrium (Sergiu Hart and Andreu Mas-Colell)Uncoupled Automata and Pure Nash Equilibria (Yakov Babichenko)How Long to Equilibrium? The Communication Complexity of Uncoupled Equilibrium Procedures (Sergiu Hart and Yishay Mansour)Dynamics and Equilibria:Adaptive Heuristics (Sergiu Hart)Nash Equilibrium and Dynamics (Sergiu Hart) Readership: Graduate students and researchers in game theory, economic theory, econometrics, computer science and engineering. Keywords:Game Theory;Dynamics;Equilibrium;Nash Equilibrium;Correlated Equilibrium;Adaptive Dynamics;Simple Strategies;Regret-Based Strategies;Uncoupled Dynamics;Bounded RationalityKey Features:Prominent authors (two world-leading game theorists)Significant cutting-edge body of researchNovel ideas and insights that are useful and applicable in many areasReviews: "A fundamental issue with any concept of equilibrium, including Nash and correlated equilibria, is to define the process by which equilibrium is attained. The work of Professors Hart and Mas-Colell has been the deepest in this area, especially in defining conditions (‘uncoupled dynamics’) which reflect naturally the information available in real economic interactions. Their body of results is essential to study of these fundamental problems."; Kenneth J Arrow Stanford University, USA "In social as well as physical systems, equilibrium is of fundamental importance. Reaching equilibrium is at least as important as being there. In the last quarter century, research that investigates how social or game-theoretic equilibrium is reached has been spearheaded bySergiu Hart and Andreu Mas-Colell. The most outstanding works in this area are gathered in the book before us — a must for anyone interested in this dynamic area of emerging economic research." Robert J Aumann Hebrew University of Jerusalem, Israel "The question of learning and convergence to equilibrium is of critical importance to the foundations and applications of game theory. But after half a century of research there are no universally accepted answers: different assumptions about players' information and learning dynamics lead to different conclusions. The Hart and Mas-Colell book describes fascinating directions of research on this subject developed by two distinguished authors and their collaborators over the last dozen years." Ehud Kalai Northwestern University, USA "In this collection two leading game theorists show that various forms of equilibrium can be learned by simple and natural learning strategies that put minimal demands on the players' knowledge and level of rationality. It represents a major contribution to one of the most important topics in modern game theory."; Peyton Young Oxford University, UK

Simple Adaptive Strategies

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Author :
Publisher : World Scientific
ISBN 13 : 9814390704
Total Pages : 335 pages
Book Rating : 4.8/5 (143 download)

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Book Synopsis Simple Adaptive Strategies by : Sergiu Hart

Download or read book Simple Adaptive Strategies written by Sergiu Hart and published by World Scientific. This book was released on 2013 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume collects almost two decades of joint work of Sergiu Hart and Andreu Mas-Colell on game dynamics and equilibria. The starting point was the introduction of the adaptive strategy called regret-matching, which on the one hand is simple and natural, and on the other is shown to lead to correlated equilibria. This initial finding OCo boundedly rational behavior that yields fully rational outcomes in the long run OCo generated a large body of work on the dynamics of simple adaptive strategies. In particular, a natural condition on dynamics was identified: uncoupledness, whereby decision-makers do not know each other''s payoffs and utilities (so, while chosen actions may be observable, the motivations are not). This condition turns out to severely limit the equilibria that can be reached. Interestingly, there are connections to the behavioral and neurobiological sciences and also to computer science and engineering (e.g., via notions of OC regretOCO).Simple Adaptive Strategies is self-contained and unified in its presentation. Together with the formal treatment of concepts, theorems, and proofs, significant space is devoted to informal explanations and illuminating examples. It may be used for advanced graduate courses OCo in game theory, economics, mathematics, computer science, engineering OCo and for further research.

Societal Adaptation to Climate Variability and Change

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Publisher : Springer Science & Business Media
ISBN 13 : 9401730105
Total Pages : 277 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Societal Adaptation to Climate Variability and Change by : Sally M. Kane

Download or read book Societal Adaptation to Climate Variability and Change written by Sally M. Kane and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Changes in climate and climate variability have an effect on people's behaviour around the world, and public institutions have an important part to play in influencing our ability to respond to and plan for climate risk. We may be able to reduce climate risk by seeking to mitigate the threat on the one hand, and by adapting to a changed climate on the other. Another theme of the book is the integrated role of adaptation and mitigation in framing issues and performing analyses. Adaptation costs fall most heavily on the poor and special attention needs to be paid to adaptation by the poorest populations. An integrating framework is also presented to provide the context for an expansive typology of terms to apply to adaptation. The 12 papers collected here use methods from a variety of disciplines and focus on different time frames for decision making, from short term to the very long term. Readership: Technically trained readers familiar with the policy issues surrounding climate change and interested in learning the scientific underpinnings of issues related to societal adaptation.

Adaptive Logics for Defeasible Reasoning

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Publisher : Springer Science & Business Media
ISBN 13 : 3319007920
Total Pages : 438 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Adaptive Logics for Defeasible Reasoning by : Christian Straßer

Download or read book Adaptive Logics for Defeasible Reasoning written by Christian Straßer and published by Springer Science & Business Media. This book was released on 2013-11-29 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents adaptive logics as an intuitive and powerful framework for modeling defeasible reasoning. It examines various contexts in which defeasible reasoning is useful and offers a compact introduction into adaptive logics. The author first familiarizes readers with defeasible reasoning, the adaptive logics framework, combinations of adaptive logics, and a range of useful meta-theoretic properties. He then offers a systematic study of adaptive logics based on various applications. The book presents formal models for defeasible reasoning stemming from different contexts, such as default reasoning, argumentation, and normative reasoning. It highlights various meta-theoretic advantages of adaptive logics over other logics or logical frameworks that model defeasible reasoning. In this way the book substantiates the status of adaptive logics as a generic formal framework for defeasible reasoning.

Recent Advances in Soft Computing

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Publisher : Springer
ISBN 13 : 3319580884
Total Pages : 278 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Recent Advances in Soft Computing by : Radek Matoušek

Download or read book Recent Advances in Soft Computing written by Radek Matoušek and published by Springer. This book was released on 2017-05-20 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceeding book contains a collection of selected accepted papers of the Mendel conference held in Brno, Czech Republic in June 2016. The proceedings book contains three chapters which present recent advances in soft computing including intelligent image processing. The Mendel conference was established in 1995 and is named after the scientist and Augustinian priest Gregor J. Mendel who discovered the famous Laws of Heredity. The main aim of the conference is to create a regular possibility for students, academics and researchers to exchange ideas and novel research methods on a yearly basis.

Complex Adaptive Systems

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Publisher : Princeton University Press
ISBN 13 : 1400835526
Total Pages : 285 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Complex Adaptive Systems by : John H. Miller

Download or read book Complex Adaptive Systems written by John H. Miller and published by Princeton University Press. This book was released on 2009-11-28 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the first clear, comprehensive, and accessible account of complex adaptive social systems, by two of the field's leading authorities. Such systems--whether political parties, stock markets, or ant colonies--present some of the most intriguing theoretical and practical challenges confronting the social sciences. Engagingly written, and balancing technical detail with intuitive explanations, Complex Adaptive Systems focuses on the key tools and ideas that have emerged in the field since the mid-1990s, as well as the techniques needed to investigate such systems. It provides a detailed introduction to concepts such as emergence, self-organized criticality, automata, networks, diversity, adaptation, and feedback. It also demonstrates how complex adaptive systems can be explored using methods ranging from mathematics to computational models of adaptive agents. John Miller and Scott Page show how to combine ideas from economics, political science, biology, physics, and computer science to illuminate topics in organization, adaptation, decentralization, and robustness. They also demonstrate how the usual extremes used in modeling can be fruitfully transcended.

Innovative Energy Strategies for CO2 Stabilization

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Publisher : Cambridge University Press
ISBN 13 : 1139439804
Total Pages : 469 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Innovative Energy Strategies for CO2 Stabilization by : Robert G. Watts

Download or read book Innovative Energy Strategies for CO2 Stabilization written by Robert G. Watts and published by Cambridge University Press. This book was released on 2002-07-11 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: The vast majority of the world's climate scientists believe that the build-up of heat-trapping CO2 in the atmosphere will lead to global warming unless we burn less fossil fuels. At the same time, energy must be supplied in increasing amounts for the developing world to continue its growth. This book discusses the feasibility of increasingly efficient energy use and the potential for supplying energy from sources that do not introduce CO2. The book analyses the prospects for Earth-based renewables: solar, wind, biomass, hydroelectricity, geothermal and ocean energy. It then discusses nuclear fission and fusion, and the relatively new idea of harvesting solar energy on satellites or lunar bases. It will be essential reading for all those interested in energy issues, including engineers and physicists (electrical, mechanical, chemical, industrial, environmental, nuclear), and industrial leaders and politicians. It will also be used as a supplementary textbook on advanced courses on energy.

Precision Agriculture

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Publisher : John Wiley & Sons
ISBN 13 : 0470515422
Total Pages : 259 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis Precision Agriculture by : John V. Lake

Download or read book Precision Agriculture written by John V. Lake and published by John Wiley & Sons. This book was released on 2008-04-30 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates new agricultural systems such as organic and green manuring, as well as integrated pest management practices, and looks at how they can improve farm productivity against the enhancements for the environment. Much of the information presented focuses on microinvestigation of the soil, and on the effects of soil variability within fields on yields and nutrient flows.

Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 354088713X
Total Pages : 251 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis by : John Collins

Download or read book Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis written by John Collins and published by Springer Science & Business Media. This book was released on 2008-10-20 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Workshop on Agent-Mediated Electronic Commerce, AMEC IX, co-located with the Sixth International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2007, held in Honolulu, Hawai, in May 2007, and the 5th Workshop on Trading Agent Design and Analysis, TADA 2007, co-located with the Twenty-Second AAAI Conference on Artificial Intelligence, AAAI 2007, held in Vancouver, Canada, in July 2007. This volume presents 15 carefully revised and selected papers from these workshops. The primary and complementary goal of both workshops was to continue to bring together novel work from diverse fields on modeling, implementation and evaluation of computational trading institutions and/or agent strategies. The papers originating from AMEC focus on a large variety of issues on auctions, negotiation, and strategic behavior in electronic marketplaces. The papers originating from TADA reflect the effort of the community to design scenarios where trading agent designers and market designers can be pitched against one another.

Sampling

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Publisher : John Wiley & Sons
ISBN 13 : 1118162943
Total Pages : 470 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Sampling by : Steven K. Thompson

Download or read book Sampling written by Steven K. Thompson and published by John Wiley & Sons. This book was released on 2012-02-08 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the Second Edition "This book has never had a competitor. It is the only book that takes a broad approach to sampling . . . any good personal statistics library should include a copy of this book." —Technometrics "Well-written . . . an excellent book on an important subject. Highly recommended." —Choice "An ideal reference for scientific researchers and other professionals who use sampling." —Zentralblatt Math Features new developments in the field combined with all aspects of obtaining, interpreting, and using sample data Sampling provides an up-to-date treatment of both classical and modern sampling design and estimation methods, along with sampling methods for rare, clustered, and hard-to-detect populations. This Third Edition retains the general organization of the two previous editions, but incorporates extensive new material—sections, exercises, and examples—throughout. Inside, readers will find all-new approaches to explain the various techniques in the book; new figures to assist in better visualizing and comprehending underlying concepts such as the different sampling strategies; computing notes for sample selection, calculation of estimates, and simulations; and more. Organized into six sections, the book covers basic sampling, from simple random to unequal probability sampling; the use of auxiliary data with ratio and regression estimation; sufficient data, model, and design in practical sampling; useful designs such as stratified, cluster and systematic, multistage, double and network sampling; detectability methods for elusive populations; spatial sampling; and adaptive sampling designs. Featuring a broad range of topics, Sampling, Third Edition serves as a valuable reference on useful sampling and estimation methods for researchers in various fields of study, including biostatistics, ecology, and the health sciences. The book is also ideal for courses on statistical sampling at the upper-undergraduate and graduate levels.

Characterizing Human Psychological Adaptations

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Publisher : John Wiley & Sons
ISBN 13 : 0470515384
Total Pages : 304 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis Characterizing Human Psychological Adaptations by : Gregory R. Bock

Download or read book Characterizing Human Psychological Adaptations written by Gregory R. Bock and published by John Wiley & Sons. This book was released on 2008-04-30 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains chapters by some of the leading figures in the field of evolutionary psychology. The latest data are presented on evolutionary theories in perception, information, various aspects of social behaviour, language, learning and aggression. A common theme running through the printed discussions in this book is the important problem of how we can develop and test rigorous characterizations of evolved mental adaptations.

Learning Design

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540228141
Total Pages : 448 pages
Book Rating : 4.2/5 (281 download)

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Book Synopsis Learning Design by : Rob Koper

Download or read book Learning Design written by Rob Koper and published by Springer Science & Business Media. This book was released on 2005-02-18 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: E-learning is still in its infancy. This can be seen both in the limited pedagogical quality and lack of portability of e-learning content, and in the lack of user-friendly tools to exploit the opportunities offered by current technologies. To be successful, e-learning must offer effective and attractive courses and programmes to learners, while at the same time providing a pleasant and effective work environment for staff members who have the task to develop course materials, plan the learning processes, provide tutoring, and assess performance. To overcome these deficiencies, the IMS Global Learning Consortium Inc. released the Learning Design Specification in 2003. With Learning Design it is possible to develop and present advanced, interoperable e-learning courses embracing educational role and game playing methods, problem-based learning, learning community approaches, adaptivity and peer coaching and assessment methods. In this handbook Koper and Tattersall have put together contributions from members of the "Valkenburg Group", consisting of 33 experts deeply involved in e-learning and more specifically learning design. The result is a rich and lasting source of information for both e-learning course and tool developers, providing information about the specification itself, how to implement it in practice, what tools to use, and what pitfalls to avoid. The book not only reports first experiences, but also goes beyond the current state of the art by looking at future prospects and emerging applications.

Handbook of Abductive Cognition

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Publisher : Springer Nature
ISBN 13 : 3031101359
Total Pages : 1921 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Handbook of Abductive Cognition by : Lorenzo Magnani

Download or read book Handbook of Abductive Cognition written by Lorenzo Magnani and published by Springer Nature. This book was released on 2023-03-31 with total page 1921 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook offers the first comprehensive reference guide to the interdisciplinary field of abductive cognition, providing readers with extensive information on the process of reasoning to hypotheses in humans, animals, and in computational machines. It highlights the role of abduction in both theory practice: in generating and testing hypotheses and explanatory functions for various purposes and as an educational device. It merges logical, cognitive, epistemological and philosophical perspectives with more practical needs relating to the application of abduction across various disciplines and practices, such as in diagnosis, creative reasoning, scientific discovery, diagrammatic and ignorance-based cognition, and adversarial strategies. It also discusses the inferential role of models in hypothetical reasoning, abduction and creativity, including the process of development, implementation and manipulation for different scientific and technological purposes. Written by a group of internationally renowned experts in philosophy, logic, general epistemology, mathematics, cognitive, and computer science, as well as life sciences, engineering, architecture, and economics, the Handbook of Abductive Cognition offers a unique reference guide for readers approaching the process of reasoning to hypotheses from different perspectives and for various theoretical and practical purposes. Numerous diagrams, schemes and other visual representations are included to promote a better understanding of the relevant concepts and to make concepts highly accessible to an audience of scholars and students with different scientific backgrounds.

The Strategic Management of Health Care Organizations

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Publisher : John Wiley & Sons
ISBN 13 : 1118466721
Total Pages : 504 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis The Strategic Management of Health Care Organizations by : Peter M. Ginter

Download or read book The Strategic Management of Health Care Organizations written by Peter M. Ginter and published by John Wiley & Sons. This book was released on 2013-03-05 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: A structured strategic management approach is what’s needed to tackle the revolutionary change the health care system has been experiencing. Today, health care organizations have almost universally embraced the strategic perspective first developed in the business sector and now have developed strategic management processes that are uniquely their own. Health care leaders have found that strategic thinking, planning, and managing strategic momentum are essential for coping with the dynamics of the health care industry. Strategic Management has become the single clearest manifestation of effective leadership of health care organizations. The 7th edition of this leading text has been revised and updated to include a greater focus on the global analysis of industry and competition; and analysis of the internal environment. It provides guidance on strategic planning, analysis of the health services environment (both internal and external) and lessons on implementation. It also looks at organizational capability, sustainability, CSR and the sources of organizational inertia and competency traps.

Outcome-Driven Business Architecture

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Publisher : CRC Press
ISBN 13 : 1498724302
Total Pages : 334 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Outcome-Driven Business Architecture by : Amit Tiwary

Download or read book Outcome-Driven Business Architecture written by Amit Tiwary and published by CRC Press. This book was released on 2018-08-06 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses business architecture as a basis for aligning efforts with outcomes. It views BA as complementary to enterprise architecture, where the focus of technological initiatives and inventories is to understand and improve business organization, business direction, and business decision-making. This book provides a practical, long-term view on BA. Based on the authors' consulting experience and industrial research, the material in this book is a valuable addition to the thought processes around BA and EA. The lead author has direct and practical experience with large clients in applying APQC capability framework for undertaking multiple enterprise-wide capability assessments.

Global Action Networks

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Publisher : Springer
ISBN 13 : 0230300464
Total Pages : 214 pages
Book Rating : 4.2/5 (33 download)

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Book Synopsis Global Action Networks by : Steve Waddell

Download or read book Global Action Networks written by Steve Waddell and published by Springer. This book was released on 2010-12-08 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world's governments are overwhelmed with climate change, war and unrest, the global financial crisis and poverty but there is a promising invention in Global Action Networks (GANs). GANs mobilize resources, bridge divides and promote the long-term deep change and innovation work that is needed to address the global challenges.

Applied Process Control

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Publisher : John Wiley & Sons
ISBN 13 : 3527801618
Total Pages : 480 pages
Book Rating : 4.5/5 (278 download)

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Book Synopsis Applied Process Control by : Michael Mulholland

Download or read book Applied Process Control written by Michael Mulholland and published by John Wiley & Sons. This book was released on 2016-06-17 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The basic working knowledge for the practicing control engineer in industry, offered here as a handy deluxe edition comprising two volumes each devoted to methods and practical problems. Focusing on the practical implementation, the methods volume provides readers with rapid access to process modelling and control, while including the theoretical background necessary. Throughout, the essential knowledge is built up from chapter to chapter, starting with laying the foundations in plant instrumentation and control. Modelling abilities are then developed by starting from simple time-loop algorithms and passing on to discrete methods, Laplace transforms, automata and fuzzy logic. In the end, readers have the means to design simple controllers on the basis of their own models, and to use more detailed models to test them. With its clarity and simplicity of presentation, and illustrated by more than 200 diagrams, the volume supports self-study and teaches readers how to apply the appropriate method for the application required, and how to handle problems in process control. Bridging theory and practice, the second volume contains over 200 practical exercises and their solutions to develop the problem-solving abilities of process engineers. The problems were developed by the author during his many years of teaching at university and are kept brief, taken from the fields of instrumentation, modeling, plant control, control strategy design and stability of control. The algorithm flows and codes, which are mostly based on MATLAB®, are given in many cases and allow for easy translation into applications. With a clarity and simplicity of presentation, the two volumes are similarly structured for easy orientation.