Complexity Measurements And Causation For Dynamic Complex Systems
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Complexity Measurements And Causation For Dynamic Complex Systems
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Author : Juan Guillermo Diaz Ochoa
language : en
Publisher: Springer Nature
Release Date : 2025-03-13
Complexity Measurements And Causation For Dynamic Complex Systems written by Juan Guillermo Diaz Ochoa and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-13 with Science categories.
This book examines the problems of causal determinism and limited completeness in systems theory. Furthermore, the author analyzes options for complexity measurements that include systems’ autonomy and variability for causal inference—i.e., the ability to derive causal relationships from data recorded as a function of time. Such complexity measures present limitations in the derivation of absolute causality in complex systems and the recognition of relative and contextual causality, with practical consequences for causal inference and modeling. Finally, the author provides concepts for relative causal determinism. As a result, new ideas are presented to explore the frontiers of systems theory, specifically in relation to biological systems and teleonomy, i.e., evolved biological purposiveness. This book is written for graduate students in physics, biology, medicine, social sciences, economics, and engineering who are seeking new concepts of causal inference applied in systems theory. It is also intended for scientists with an interest in philosophy and philosophers interested in the foundations of systems theory. Additionally, data scientists seeking new methods for the analysis of time series to extract features useful for machine learning will find this book of interest.
Dynamics Of Complex Systems
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Author : Yaneer Bar-yam
language : en
Publisher: CRC Press
Release Date : 2019-03-04
Dynamics Of Complex Systems written by Yaneer Bar-yam and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-04 with Mathematics categories.
This book aims to develop models and modeling techniques that are useful when applied to all complex systems. It adopts both analytic tools and computer simulation. The book is intended for students and researchers with a variety of backgrounds.
Business Performance Measurement And Management
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Author : Paolo Taticchi
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-01-22
Business Performance Measurement And Management written by Paolo Taticchi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-01-22 with Business & Economics categories.
Measuring and managing the performance of a business is one of the most genuine desires of management. Balanced scorecard, the performance prism and activity-based management are the most popular frameworks in this setting. Based on the findings of R.G. Eccles’ acclaimed "Performance Measurement Manifesto (1991)" this book introduces new contexts and themes of application and presents emerging research areas related to business performance measurement and management, e.g. SMEs and sustainability. As a result of the 1st International Summer School Piero Lunghi on "Perspectives of Business Performance Management" this book is written both for students and academics, as well as for practitioners looking for new, yet proven ways to measure and manage business performance.
Algorithmic Information Dynamics
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Author : Hector Zenil
language : en
Publisher: Cambridge University Press
Release Date : 2023-05-25
Algorithmic Information Dynamics written by Hector Zenil and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-25 with Science categories.
Biological systems are extensively studied as interactions forming complex networks. Reconstructing causal knowledge from, and principles of, these networks from noisy and incomplete data is a challenge in the field of systems biology. Based on an online course hosted by the Santa Fe Institute Complexity Explorer, this book introduces the field of Algorithmic Information Dynamics, a model-driven approach to the study and manipulation of dynamical systems . It draws tools from network and systems biology as well as information theory, complexity science and dynamical systems to study natural and artificial phenomena in software space. It consists of a theoretical and methodological framework to guide an exploration and generate computable candidate models able to explain complex phenomena in particular adaptable adaptive systems, making the book valuable for graduate students and researchers in a wide number of fields in science from physics to cell biology to cognitive sciences.
Philosophy Of Complex Systems
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Author :
language : en
Publisher: Elsevier
Release Date : 2011-05-23
Philosophy Of Complex Systems written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-05-23 with Mathematics categories.
The domain of nonlinear dynamical systems and its mathematical underpinnings has been developing exponentially for a century, the last 35 years seeing an outpouring of new ideas and applications and a concomitant confluence with ideas of complex systems and their applications from irreversible thermodynamics. A few examples are in meteorology, ecological dynamics, and social and economic dynamics. These new ideas have profound implications for our understanding and practice in domains involving complexity, predictability and determinism, equilibrium, control, planning, individuality, responsibility and so on.Our intention is to draw together in this volume, we believe for the first time, a comprehensive picture of the manifold philosophically interesting impacts of recent developments in understanding nonlinear systems and the unique aspects of their complexity. The book will focus specifically on the philosophical concepts, principles, judgments and problems distinctly raised by work in the domain of complex nonlinear dynamical systems, especially in recent years.-Comprehensive coverage of all main theories in the philosophy of Complex Systems -Clearly written expositions of fundamental ideas and concepts -Definitive discussions by leading researchers in the field -Summaries of leading-edge research in related fields are also included
Complexity
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Author : Nam P. Suh
language : en
Publisher: Oxford University Press, USA
Release Date : 2005
Complexity written by Nam P. Suh and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computers categories.
Suh (mechanical engineering, Massachusetts, Institute of Technology) offers a general theoretical framework that may be used to solve complexity problems in engineering, science, and even in certain nontechnical areas.
Proceedings Of The 5th International Asia Conference On Industrial Engineering And Management Innovation Iemi2014
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Author : Ershi Qi
language : en
Publisher: Springer
Release Date : 2015-01-19
Proceedings Of The 5th International Asia Conference On Industrial Engineering And Management Innovation Iemi2014 written by Ershi Qi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-01-19 with Business & Economics categories.
The 5th International Asia Conference on Industrial Engineering and Management Innovation is sponsored by the Chinese Industrial Engineering Institution and organized by Xi’an Jiaotong University. The conference aims to share and disseminate information on the most recent and relevant researches, theories and practices in industrial and system engineering to promote their development and application in university and enterprises.
Handbook On Performance Management In The Public Sector
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Author : Deborah Blackman
language : en
Publisher: Edward Elgar Publishing
Release Date : 2021-05-28
Handbook On Performance Management In The Public Sector written by Deborah Blackman and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-28 with Political Science categories.
This timely Handbook examines performance management research specific to the public sector and its contexts, and provides suggestions for future developments in the field. It demonstrates the need for performance management to be reconceptualized as a core component of business both within and across organizations, and how it must be embedded in both strategic decision-making and as a day-to-day leadership and management practice in order to be effective.
Reviews In Molecular And Cellular Oncology
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Author : Daniel P. Bezerra
language : en
Publisher: Frontiers Media SA
Release Date : 2023-07-06
Reviews In Molecular And Cellular Oncology written by Daniel P. Bezerra and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-06 with Medical categories.
Thinking
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Author : Nima Rezaei
language : en
Publisher: Springer Nature
Release Date : 2022-09-05
Thinking written by Nima Rezaei and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-05 with Medical categories.
The “THINKING: Bioengineering of Science and Art” is to discuss about philosophical aspects of thinking at the context of Science and Art. External representations provide evidence that the fundamental process of thinking exists in both animal subjects and humans. However, the diversity and complexity of thinking in humans is astonishing because humans have been permitted to integrate scientific accounts into their accounts and create excellent illustrations for the effects of this integration. The book necessarily begins with the origins of human thinking and human thinking into self and others, body, and life. Multiple factors tend to modify the pattern of thinking. They all will come into play by this book that brings thinking into different disciplines: humanities, natural sciences, social sciences, formal sciences, and applied sciences. The thinking demands full processing of information, and therefore, the book considers the economy of thinking as well. The book thoroughly intends to explore thinking beyond the boundaries. Specifically, several chapters are devoted to discipline this exploration either by artistic thinking alone or by art and mathematics-aided engineering of complexities. In this manner, the book models variations on thinking at the individual and systems levels and accumulates a list of solutions, each good for specific scenarios and maximal outcomes.