Uncertainty and Surprise in Complex Systems

Uncertainty and Surprise in Complex Systems PDF Author: Reuben R. McDaniel
Publisher: Springer Science & Business Media
ISBN: 9783540237730
Category : Science
Languages : en
Pages : 220

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Book Description
Complexity science has been a source of new insight in physical and social systems and has demonstrated that unpredictability and surprise are fundamental aspects of the world around us. This book is the outcome of a discussion meeting of leading scholars and critical thinkers with expertise in complex systems sciences and leaders from a variety of organizations, sponsored by the Prigogine Center at The University of Texas at Austin and the Plexus Institute, to explore strategies for understanding uncertainty and surprise. Besides contributions to the conference, it includes a key digest by the editors as well as a commentary by the late nobel laureate Ilya Prigogine, "Surprises in half of a century". The book is intended for researchers and scientists in complexity science, as well as for a broad interdisciplinary audience of both practitioners and scholars. It will well serve those interested in the research issues and in the application of complexity science to physical and social systems.

Uncertainty Management in Simulation-Optimization of Complex Systems

Uncertainty Management in Simulation-Optimization of Complex Systems PDF Author: Gabriella Dellino
Publisher: Springer
ISBN: 1489975470
Category : Business & Economics
Languages : en
Pages : 282

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Book Description
​This book aims at illustrating strategies to account for uncertainty in complex systems described by computer simulations. When optimizing the performances of these systems, accounting or neglecting uncertainty may lead to completely different results; therefore, uncertainty management is a major issues in simulation-optimization. Because of its wide field of applications, simulation-optimization issues have been addressed by different communities with different methods, and from slightly different perspectives. Alternative approaches have been developed, also depending on the application context, without any well-established method clearly outperforming the others. This editorial project brings together — as chapter contributors — researchers from different (though interrelated) areas; namely, statistical methods, experimental design, stochastic programming, global optimization, metamodeling, and design and analysis of computer simulation experiments. Editors’ goal is to take advantage of such a multidisciplinary environment, to offer to the readers a much deeper understanding of the commonalities and differences of the various approaches to simulation-based optimization, especially in uncertain environments. Editors aim to offer a bibliographic reference on the topic, enabling interested readers to learn about the state-of-the-art in this research area, also accounting for potential real-world applications to improve also the state-of-the-practice. Besides researchers and scientists of the field, the primary audience for the proposed book includes PhD students, academic teachers, as well as practitioners and professionals. Each of these categories of potential readers present adequate channels for marketing actions, e.g. scientific, academic or professional societies, internet-based communities, and authors or buyers of related publications.​

Embracing Complexity

Embracing Complexity PDF Author: Jean G. Boulton
Publisher:
ISBN: 0199565252
Category : Complexity
Languages : en
Pages : 282

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Book Description
The book describes what it means to say the world is complex and explores what that means for managers, policy makers and individuals. The first part of the book is about the theory and ideas of complexity. This is explained in a way that is thorough but not mathematical. It compares differing approaches, and also provides a historical perspective, showing how such thinking has been around since the beginning of civilisation. It emphasises the difference between a complexity worldview and the dominant mechanical worldview that underpins much of current management practice. It defines the complexity worldview as recognising the world is interconnected, shaped by history and the particularities of context. The comparison of the differing approaches to modelling complexity is unique in its depth and accessibility. The second part of the book uses this lens of complexity to explore issues in the fields of management, strategy, economics, and international development. It also explores how to facilitate others to recognise the implications of adopting a complex rather than a mechanical worldview and suggests methods of research to explore systemic, path-dependent emergent aspects of situations. The authors of this book span both science and management, academia and practice, thus the explanations of science are authoritative and yet the examples of changing how you live and work in the world are real and accessible. The aim of the book is to bring alive what complexity is all about and to illustrate the importance of loosening the grip of a modernist worldview with its hope for prediction, certainty and control.

Diversity and Complexity

Diversity and Complexity PDF Author: Scott E. Page
Publisher: Princeton University Press
ISBN: 1400835143
Category : Political Science
Languages : en
Pages : 304

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Book Description
This book provides an introduction to the role of diversity in complex adaptive systems. A complex system--such as an economy or a tropical ecosystem--consists of interacting adaptive entities that produce dynamic patterns and structures. Diversity plays a different role in a complex system than it does in an equilibrium system, where it often merely produces variation around the mean for performance measures. In complex adaptive systems, diversity makes fundamental contributions to system performance. Scott Page gives a concise primer on how diversity happens, how it is maintained, and how it affects complex systems. He explains how diversity underpins system level robustness, allowing for multiple responses to external shocks and internal adaptations; how it provides the seeds for large events by creating outliers that fuel tipping points; and how it drives novelty and innovation. Page looks at the different kinds of diversity--variations within and across types, and distinct community compositions and interaction structures--and covers the evolution of diversity within complex systems and the factors that determine the amount of maintained diversity within a system. Provides a concise and accessible introduction Shows how diversity underpins robustness and fuels tipping points Covers all types of diversity The essential primer on diversity in complex adaptive systems

At the Edge of Uncertainty

At the Edge of Uncertainty PDF Author: Michael Brooks
Publisher: Abrams
ISBN: 146831159X
Category : Science
Languages : en
Pages : 219

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Book Description
“Engaging . . . touches on advanced computing, essential differences between men and women, the power of the will to live, mysteries of the cosmos and more.” —The Washington Post The atom. The Big Bang. DNA. Natural selection. All are ideas that revolutionized science—and all were dismissed out of hand when they first ap­peared. The surprises haven’t stopped in recent years, and in At the Edge of Uncertainty, bestselling author Michael Brooks investigates the new wave of radical insights that are shaping the future of scientific discovery. Brooks takes us to the extreme frontiers of what we understand about the world. He journeys from the observations that might rewrite our story of how the cosmos came to be, through the novel biology behind our will to live, and on to the physi­ological root of consciousness. Along the way, he examines the gender im­balance in clinical trials, explores how merging hu­mans with other species might provide a solution to the shortage of organ donors, and finds out whether the universe really is like a computer or if the flow of time is a mere illusion. “Absorbing . . . scintillating . . . the edgy edge of scientific investigation presented with verve.” —Kirkus Reviews “Mind-bending . . . Brooks handily works his way through these thorny problems, highlighting current research and researchers along the way.” —Publishers Weekly (starred review)

Surprise, Uncertainty, and Mental Structures

Surprise, Uncertainty, and Mental Structures PDF Author: Jerome Kagan
Publisher: Harvard University Press
ISBN: 9780674007352
Category : Psychology
Languages : en
Pages : 290

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Book Description
In the distinctive manner that has made him one of the most influential forces in developmental psychology, Kagan challenges scientific commonplaces about mental processes, pointing in particular to the significant but undervalued role of surprise and uncertainty in shaping behavior, emotion, and thought.

Brave New Work

Brave New Work PDF Author: Aaron Dignan
Publisher: Penguin
ISBN: 0525536213
Category : Business & Economics
Languages : en
Pages : 304

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Book Description
“This is the management book of the year. Clear, powerful and urgent, it's a must read for anyone who cares about where they work and how they work.” —Seth Godin, author of This is Marketing “This book is a breath of fresh air. Read it now, and make sure your boss does too.” —Adam Grant, New York Times bestselling author of Give and Take, Originals, and Option B with Sheryl Sandberg When fast-scaling startups and global organizations get stuck, they call Aaron Dignan. In this book, he reveals his proven approach for eliminating red tape, dissolving bureaucracy, and doing the best work of your life. He’s found that nearly everyone, from Wall Street to Silicon Valley, points to the same frustrations: lack of trust, bottlenecks in decision making, siloed functions and teams, meeting and email overload, tiresome budgeting, short-term thinking, and more. Is there any hope for a solution? Haven’t countless business gurus promised the answer, yet changed almost nothing about the way we work? That’s because we fail to recognize that organizations aren’t machines to be predicted and controlled. They’re complex human systems full of potential waiting to be released. Dignan says you can’t fix a team, department, or organization by tinkering around the edges. Over the years, he has helped his clients completely reinvent their operating systems—the fundamental principles and practices that shape their culture—with extraordinary success. Imagine a bank that abandoned traditional budgeting, only to outperform its competition for decades. An appliance manufacturer that divided itself into 2,000 autonomous teams, resulting not in chaos but rapid growth. A healthcare provider with an HQ of just 50 people supporting over 14,000 people in the field—that is named the “best place to work” year after year. And even a team that saved $3 million per year by cancelling one monthly meeting. Their stories may sound improbable, but in Brave New Work you’ll learn exactly how they and other organizations are inventing a smarter, healthier, and more effective way to work. Not through top down mandates, but through a groundswell of autonomy, trust, and transparency. Whether you lead a team of ten or ten thousand, improving your operating system is the single most powerful thing you can do. The only question is, are you ready?

Complexity and Postmodernism

Complexity and Postmodernism PDF Author: Paul Cilliers
Publisher: Routledge
ISBN: 1134743297
Category : Philosophy
Languages : en
Pages : 170

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Book Description
In Complexity and Postmodernism, Paul Cilliers explores the idea of complexity in the light of contemporary perspectives from philosophy and science. Cilliers offers us a unique approach to understanding complexity and computational theory by integrating postmodern theory (like that of Derrida and Lyotard) into his discussion. Complexity and Postmodernism is an exciting and an original book that should be read by anyone interested in gaining a fresh understanding of complexity, postmodernism and connectionism.

Uncertainty Management for Complex Systems

Uncertainty Management for Complex Systems PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 33

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Book Description
MURI researchers at Caltech have made dramatic progress in creating a fundamental theory of uncertainty management in complex, multiscale systems with a variety of applications from shear flow turbulence to networking protocols to global optimization. Military and commercial technological visions emphasize ubiquitous control, communications, and computing, with both biology and nanotechnology creating additional novel multi-scale challenges. A rigorous, practical, and unified theoretical framework will be essential for this vision, but until now it has proven stubbornly elusive. This research offers not only a theoretical research direction of unprecedented promise, but one that has already proven remarkably useful in a wide variety of practical applications. The results of this research will not only provide a rigorous basis for designing future networks of networks involving ubiquitous control, communications, and computing, but also will resolve many persistent mysteries at the foundation of physics. The major objective of this research is to develop an understanding of uncertainty management in complex systems. In addition to fundamental theory, the authors' objective is to provide tools for modeling, tractable simulation, and control of complex systems, with an emphasis on uncertainty and robustness. The increase in robustness, productivity, and throughput created by the enormous internal complexity of the power grid, the Internet, and other complex systems is accompanied by new hypersensitivities to perturbations the system was not designed to handle. This phenomenon is at the heart of power law statistics observed in failure events, with mostly small events but a "heavy tail" of large events. This "robust-yet-fragile" feature is characteristic of complex systems throughout engineering and biology. Appendixes discuss highly optimized transitions to turbulence and laminar-turbulent transition forced by free-stream turbulence. (95 refs.).

Complex Systems in the Social and Behavioral Sciences

Complex Systems in the Social and Behavioral Sciences PDF Author: L. Douglas Kiel
Publisher: University of Michigan Press
ISBN: 0472128922
Category : Political Science
Languages : en
Pages : 371

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Book Description
Complexity Systems in the Social and Behavioral Sciences provides a sophisticated yet accessible account of complexity science or complex systems research. Phenomena in the behavioral, social, and hard sciences all exhibit certain important similarities consistent with complex systems. These include the concept of emergence, sensitivity to initial conditions, and interactions between agents in a system that yield unanticipated, nonlinear outcomes. The topics discussed range from the implications for artificial intelligence and computing to questions about how to model complex systems through agent-based modeling, to complex phenomena exhibited in international relations, and in organizational behavior. This volume will be an invaluable addition for both the general reader and the specialist, offering new insights into this fascinating area of research.