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A Formal Approach to Multi-Level Complex Systems by Emanuela Merelli,Marjan Sirjani,Narges Khakpour Pdf
Although complex systems have been thoroughly studied by different scientific communities, Computer Science opens up potential that had not been fully exploited in this field. This book examines the multi-level nature of complex systems and includes formal methods for their modeling and the analysis. It presents a formal computational framework for the study of complex systems and provides concrete evidence of the usefulness of formal methods in many interdisciplinary research fields, e.g. biological systems and social systems.
Modelling Human-Environment Interactions in and beyond Prehistoric Europe by Samuel Seuru,Benjamin Albouy Pdf
This book offers insight into the relationship between prehistoric and protohistoric human populations and the world around them. It reconstructs key aspects of the palaeoenvironment – from large-scale drivers of environmental conditions, such as climate, to more regional variables such as vegetation cover and faunal communities. The volume underscores how computational archaeology is leading the way in the study of past human-environment interactions across spatial and chronological scales. With the increased availability of high-resolution climate models, agent-based modelling, palaeoecological proxies and the mature use of Geographic Information System in ecological modelling, archaeologists working in interdisciplinary settings are well-positioned to explore the intersection of human systems and environmental affordances and constraints. These methodological advancements provide a better understanding of the role humans played in past ecosystems – both in terms of their impact upon the environment and, in return, the impact of environmental conditions on human systems. They may also allow us to infer past ecological knowledge and land-use patterns that are historically contingent, rather than environmentally determined. This volume gathers contributions that combine reconstructions of past environments and archeological data with a view to exploring their complex interactions at different scales and invites scholars from varying disciplines and backgrounds to present and compare different modelling approaches.
General System Theory: Perspectives in Philosophy and Approaches in Complex Systems by Gianfranco Minati,Eliano Pessa,Ignazio Licata Pdf
This book is a printed edition of the Special Issue "Second Generation General System Theory: Perspectives in Philosophy and Approaches in Complex Systems" that was published in Systems
Formal Methods: Foundations and Applications by Lucas Lima,Vince Molnár Pdf
This book constitutes the refereed proceedings of the 25th Brazilian Symposium on Formal Methods, SBMF 2022, which was held virtually in December 2022. The 8 regular papers presented in this book were carefully reviewed and selected from 15 submissions. The symposium focuses on the development, dissemination, and use of formal methods for the construction of high-quality computational systems, aiming to promote opportunities for researchers and practitioners with an interest in formal methods to discuss the recent advances in this area.
Multilevel Network Analysis for the Social Sciences by Emmanuel Lazega,Tom A.B. Snijders Pdf
This volume provides new insights into the functioning of organizational, managerial and market societies. Multilevel analysis and social network analysis are described and the authors show how they can be combined in developing the theory, methods and empirical applications of the social sciences. This book maps out the development of multilevel reasoning and shows how it can explain behavior, through two different ways of contextualizing it. First, by identifying levels of influence on behavior and different aggregations of actors and behavior, and complex interactions between context and behavior. Second, by identifying different levels as truly different systems of agency: such levels of agency can be examined separately and jointly since the link between them is affiliation of members of one level to collective actors at the superior level. It is by combining these approaches that this work offers new insights. New case studies and datasets that explore new avenues of theorizing and new applications of methodology are presented. This book will be useful as a reference work for all social scientists, economists and historians who use network analyses and multilevel statistical analyses. Philosophers interested in the philosophy of science or epistemology will also find this book valuable.
Formal Approaches to Agent-Based Systems by James L. Rash,Christopher A. Rouff,Walter Truszkowski,Diana Gordon,Michael G. Hinchey Pdf
This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Formal Approaches to Agent-Based Systems, FAABS 2000, held in Greenbelt, MD, USA, in April 2000. The 22 revised full papers presented together with 13 posters and two panel discussion reports were carefully reviewed and improved for inclusion in the book. The papers are organized in topical sections on verifying agents' mental states, synthesizing agents initially, frameworks and formalizations, modeling and execution, inter-agent communication, and adaptive agents.
Modeling Multi-Level Systems by Octavian Iordache Pdf
This book is devoted to modeling of multi-level complex systems, a challenging domain for engineers, researchers and entrepreneurs, confronted with the transition from learning and adaptability to evolvability and autonomy for technologies, devices and problem solving methods. Chapter 1 introduces the multi-scale and multi-level systems and highlights their presence in different domains of science and technology. Methodologies as, random systems, non-Archimedean analysis, category theory and specific techniques as model categorification and integrative closure, are presented in chapter 2. Chapters 3 and 4 describe polystochastic models, PSM, and their developments. Categorical formulation of integrative closure offers the general PSM framework which serves as a flexible guideline for a large variety of multi-level modeling problems. Focusing on chemical engineering, pharmaceutical and environmental case studies, the chapters 5 to 8 analyze mixing, turbulent dispersion and entropy production for multi-scale systems. Taking inspiration from systems sciences, chapters 9 to 11 highlight multi-level modeling potentialities in formal concept analysis, existential graphs and evolvable designs of experiments. Case studies refer to separation flow-sheets, pharmaceutical pipeline, drug design and development, reliability management systems, security and failure analysis. Perspectives and integrative points of view are discussed in chapter 12. Autonomous and viable systems, multi-agents, organic and autonomic computing, multi-level informational systems, are revealed as promising domains for future applications. Written for: engineers, researchers, entrepreneurs and students in chemical, pharmaceutical, environmental and systems sciences engineering, and for applied mathematicians.
Dependable Computing – EDCC 2022 Workshops by Stefano Marrone,Martina De Sanctis,Imre Kocsis,Rasmus Adler,Richard Hawkins,Philipp Schleiß,Roberto Nardone,Francesco Flammini,Valeria Vittorini Pdf
This book constitutes refereed proceedings of the Workshops of the 18th European Dependable Computing Conference, EDCC: 13th Workshop on Software Engineering for Resilient Systems, SERENE 2022; Third Worskhop on Dynamic Risk Management for Autonomous Systems, DREAMS 2022, Third Workshop on Artificial Intelligence for Railways, AI4RAILS, held in Zaragoza, Spain, in September 2022. The 11 workshop papers presented were thoroughly reviewed and selected from 22 submissions. The workshop papers complement the main conference topics by addressing dependability or security issues in specic application domains or by focussing in specialized topics, such as system resilience.
Simulating Social Complexity by Bruce Edmonds,Ruth Meyer Pdf
Social systems are among the most complex known. This poses particular problems for those who wish to understand them. The complexity often makes analytic approaches infeasible and natural language approaches inadequate for relating intricate cause and effect. However, individual- and agent-based computational approaches hold out the possibility of new and deeper understanding of such systems. Simulating Social Complexity examines all aspects of using agent- or individual-based simulation. This approach represents systems as individual elements having each their own set of differing states and internal processes. The interactions between elements in the simulation represent interactions in the target systems. What makes these elements "social" is that they are usefully interpretable as interacting elements of an observed society. In this, the focus is on human society, but can be extended to include social animals or artificial agents where such work enhances our understanding of human society. The phenomena of interest then result (emerge) from the dynamics of the interaction of social actors in an essential way and are usually not easily simplifiable by, for example, considering only representative actors. The introduction of accessible agent-based modelling allows the representation of social complexity in a more natural and direct manner than previous techniques. In particular, it is no longer necessary to distort a model with the introduction of overly strong assumptions simply in order to obtain analytic tractability. This makes agent-based modelling relatively accessible to a range of scientists. The outcomes of such models can be displayed and animated in ways that also make them more interpretable by experts and stakeholders. This handbook is intended to help in the process of maturation of this new field. It brings together, through the collaborative effort of many leading researchers, summaries of the best thinking and practice in this area and constitutes a reference point for standards against which future methodological advances are judged. This book will help those entering into the field to avoid "reinventing the wheel" each time, but it will also help those already in the field by providing accessible overviews of current thought. The material is divided into four sections: Introductory, Methodology, Mechanisms, and Applications. Each chapter starts with a very brief section called ‘Why read this chapter?’ followed by an abstract, which summarizes the content of the chapter. Each chapter also ends with a section of ‘Further Reading’ briefly describing three to eight items that a newcomer might read next.
Multilevel Modeling of Secure Systems in QoP-ML by Bogdan Ksiezopolski Pdf
In order to perform effective analysis of today's information security systems, numerous components must be taken into consideration. This book presents a well-organized, consistent solution created by the author, which allows for precise multilevel analysis of information security systems and accounts for all of the significant details. Enabling t
Swarm Robotics: A Formal Approach by Heiko Hamann Pdf
This book provides an introduction to Swarm Robotics, which is the application of methods from swarm intelligence to robotics. It goes on to present methods that allow readers to understand how to design large-scale robot systems by going through many example scenarios on topics such as aggregation, coordinated motion (flocking), task allocation, self-assembly, collective construction, and environmental monitoring. The author explains the methodology behind building multiple, simple robots and how the complexity emerges from the multiple interactions between these robots such that they are able to solve difficult tasks. The book can be used as a short textbook for specialized courses or as an introduction to Swarm Robotics for graduate students, researchers, and professionals who want a concise introduction to the field.
Towards a Service-Based Internet. ServiceWave 2010 Workshops by Michel Cezon,Yaron Wolfsthal Pdf
This book constitutes the refereed proceedings of four workshops held in conjunction with the Third European Conference, ServiceWave 2010, held in Ghent, Belgium, in December 2010. The book includes 23 reviewed papers from four workshops that were selected from eight high-quality workshop session proposals. They represent diverse aspects of the theory and practice of service computing, ranging from service engineering to service infrastructures. The workshops are: First Workshop on Optimising Cloud Services (OCS 2010), International Workshop on Emergency Management through Service-Oriented Architectures (EMSOA 2010), First International Workshop on Service Modelling and Representation Techniques (SMART 2010), and From Event-Driven Business Process Management to Ubiquitous Complex Event Processing (EDBPM 2010).
Implementation Science 3.0 by Bianca Albers,Aron Shlonsky,Robyn Mildon Pdf
This textbook presents a much-needed overview of the recent developments in implementation science — a discipline that is young, has gained increasing attention in recent years, and has experienced substantial and rapid growth in knowledge production and debate. It captures the latest developments in research and pushes the reader toward the next phase for implementation science: bridging the science-to-practice divide. Drawing from multidisciplinary, international research by top scholars in the field, this book provides a critical but friendly approach to understanding what implementation science is, what it isn’t, and where it’s going. Topics include: • Factors associated with effective implementation • Organizational context and readiness for change • Implementation theories, models, and frameworks • Enhancing implementation measurement • Bringing interventions to scale • Closing the science-practice gap in implementation Implementation Science 3.0 is a timely, important resource for researchers, students, and others with an interest in implementation working across the fields of social welfare,public health, education, and psychology. The chapter “Making sense of implementation theories, models and frameworks”,in which some modifications to the text were made, is available open access under a Creative Commons Attribution 4.0 International License in Nilsen, P. (2015). Implementation Science, 10(53), via link.springer.com.
Developing Business Application Systems by Oliver Skroch Pdf
Oliver Skroch argues that the reuse of components and services counts among the few fundamental and most promising approaches to the development of high-quality and cost-effective application software. He presents research results related to strategic, tactic, and operational ranges of consideration in component- and service-oriented software development.
Place and Health as Complex Systems by Brian Castellani,Rajeev Rajaram,J. Galen Buckwalter,Michael Ball,Frederic Hafferty Pdf
The history of public health has focused on direct relationships between problems and solutions: vaccinations against diseases, ad campaigns targeting risky behaviors. But the accelerating pace and mounting intricacies of our lives are challenging the field to find new scientific methods for studying community health. The complexities of place (COP) approach is emerging as one such promising method. Place and Health as Complex Systems demonstrates how COP works, making an empirical case for its use in for designing and implementing interventions. This brief resource reviews the defining characteristics of places as dynamic and evolving social systems, rigorously testing them as well as the COP approach itself. The study, of twenty communities within one county in the Midwest, combines case-based methods and complexity science to determine whether COP improves upon traditional statistical methods of public health research. Its conclusions reveal strengths and limitations of the approach, immediate possibilities for its use, and challenges regarding future research. Included in the coverage: Characteristics of places and the complexities of place approach. The Definitional Test of Complex Systems. Case-based modeling using the SACS toolkit. Methods, maps, and measures used in the study. Places as nodes within larger networks. Places as power-based conflicted negotiations. Place and Health as Complex Systems brings COP into greater prominence in public health research, and is also valuable to researchers in related fields such as demography, health geography, community health, urban planning, and epidemiology.
