Agent Based Simulation Of Vulnerability Dynamics

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Agent-Based Simulation of Vulnerability Dynamics

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Author : Cilli Sobiech
Publisher : Springer Science & Business Media
ISBN 13 : 3642323650
Total Pages : 232 pages
Book Rating : 4.6/5 (423 download)

Book Synopsis Agent-Based Simulation of Vulnerability Dynamics by : Cilli Sobiech

Download or read book Agent-Based Simulation of Vulnerability Dynamics written by Cilli Sobiech and published by Springer Science & Business Media. This book was released on 2012-10-10 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis constitutes an extraordinary innovative research approach in transferring the concepts and methods of complex systems to risk research. It ambitiously bridges the barriers between theoretical, empirical and methodical research work and integrates these fields into one comprehensive approach of dealing with uncertainty in socio-ecological systems. The developed agent-based simulation aims at the dynamics of social vulnerability in the considered system of the German North Sea Coast. Thus, the social simulation provides an analytical method to explore the individual, relational, and spatial aspects leading to dynamics of vulnerability in society. Combining complexity science and risk research by the method of agent-based simulation hereby emphasizes the importance of understanding interrelations inside the system for the system's development, i.e. for the evolving. Based on a vulnerability assessment regarding vulnerability characteristics, present risk behavior and self-protection preferences of private households against the impacts of flooding and storm surges, possible system trajectories could be explored by means of simulation experiments. The system-analytical approach therefore contributes to an integrated consideration of multi-dimensional and context-sensitv social phenomena such as vulnerability. Furthermore it achieves conceptually and strategically relevant implications for risk research and complex systems research.

Agent-Based Simulation of Vulnerability Dynamics

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Author : Cilli Sobiech
Publisher : Springer Science & Business Media
ISBN 13 : 3642323642
Total Pages : 232 pages
Book Rating : 4.6/5 (423 download)

Book Synopsis Agent-Based Simulation of Vulnerability Dynamics by : Cilli Sobiech

Download or read book Agent-Based Simulation of Vulnerability Dynamics written by Cilli Sobiech and published by Springer Science & Business Media. This book was released on 2012-10-11 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis constitutes an extraordinary innovative research approach in transferring the concepts and methods of complex systems to risk research. It ambitiously bridges the barriers between theoretical, empirical and methodical research work and integrates these fields into one comprehensive approach of dealing with uncertainty in socio-ecological systems. The developed agent-based simulation aims at the dynamics of social vulnerability in the considered system of the German North Sea Coast. Thus, the social simulation provides an analytical method to explore the individual, relational, and spatial aspects leading to dynamics of vulnerability in society. Combining complexity science and risk research by the method of agent-based simulation hereby emphasizes the importance of understanding interrelations inside the system for the system's development, i.e. for the evolving. Based on a vulnerability assessment regarding vulnerability characteristics, present risk behavior and self-protection preferences of private households against the impacts of flooding and storm surges, possible system trajectories could be explored by means of simulation experiments. The system-analytical approach therefore contributes to an integrated consideration of multi-dimensional and context-sensitv social phenomena such as vulnerability. Furthermore it achieves conceptually and strategically relevant implications for risk research and complex systems research.

Agent-based Modeling and Network Dynamics

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Author : Akira Namatame
Publisher : Oxford University Press
ISBN 13 : 0198708289
Total Pages : 341 pages
Book Rating : 4.1/5 (987 download)

Book Synopsis Agent-based Modeling and Network Dynamics by : Akira Namatame

Download or read book Agent-based Modeling and Network Dynamics written by Akira Namatame and published by Oxford University Press. This book was released on 2016 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation This book offers a unique treatment of agent-based models. Through the introduction of the two families of models, namely, network-based agent-based models and agent-based models of social networks, it reviews important contributions in a chronological order providing an overall picture of the research stream.

Social Self-Organization

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Author : Dirk Helbing
Publisher : Springer
ISBN 13 : 3642240046
Total Pages : 343 pages
Book Rating : 4.6/5 (422 download)

Book Synopsis Social Self-Organization by : Dirk Helbing

Download or read book Social Self-Organization written by Dirk Helbing and published by Springer. This book was released on 2012-05-05 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are the principles that keep our society together? This question is even more difficult to answer than the long-standing question, what are the forces that keep our world together. However, the social challenges of humanity in the 21st century ranging from the financial crises to the impacts of globalization, require us to make fast progress in our understanding of how society works, and how our future can be managed in a resilient and sustainable way. This book can present only a few very first steps towards this ambitious goal. However, based on simple models of social interactions, one can already gain some surprising insights into the social, ``macro-level'' outcomes and dynamics that is implied by individual, ``micro-level'' interactions. Depending on the nature of these interactions, they may imply the spontaneous formation of social conventions or the birth of social cooperation, but also their sudden breakdown. This can end in deadly crowd disasters or tragedies of the commons (such as financial crises or environmental destruction). Furthermore, we demonstrate that classical modeling approaches (such as representative agent models) do not provide a sufficient understanding of the self-organization in social systems resulting from individual interactions. The consideration of randomness, spatial or network interdependencies, and nonlinear feedback effects turns out to be crucial to get fundamental insights into how social patterns and dynamics emerge. Given the explanation of sometimes counter-intuitive phenomena resulting from these features and their combination, our evolutionary modeling approach appears to be powerful and insightful. The chapters of this book range from a discussion of the modeling strategy for socio-economic systems over experimental issues up the right way of doing agent-based modeling. We furthermore discuss applications ranging from pedestrian and crowd dynamics over opinion formation, coordination, and cooperation up to conflict, and also address the response to information, issues of systemic risks in society and economics, and new approaches to manage complexity in socio-economic systems. Selected parts of this book had been previously published in peer reviewed journals.

Modelling Human-Flood Interactions

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Author : Yared Abayneh Abebe
Publisher : CRC Press
ISBN 13 : 1000368076
Total Pages : 165 pages
Book Rating : 4.0/5 (3 download)

Book Synopsis Modelling Human-Flood Interactions by : Yared Abayneh Abebe

Download or read book Modelling Human-Flood Interactions written by Yared Abayneh Abebe and published by CRC Press. This book was released on 2021-02-25 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: The negative impacts of floods are attributed to the extent and magnitude of a flood hazard, and the vulnerability and exposure of natural and human elements. In flood risk management (FRM) studies, it is crucial to model the interaction between human and flood subsystems across multiple spatial, temporal and organizational scales. Models should address the heterogeneity that exists within the human subsystem, and incorporate institutions that shape the behaviour of individuals. Hence, the main objectives of the dissertation are to develop a modelling framework and a methodology to build holistic models for FRM, and to assess how coupled human-flood interaction models support FRM policy analysis and decision-making. To achieve the objectives, the study introduces the Coupled fLood-Agent-Institution Modelling framework (CLAIM). CLAIM integrates actors, institutions, the urban environment, hydrologic and hydrodynamic processes and external factors, which affect FRM activities. The framework draws on the complex system perspective and conceptualizes the interaction of floods, humans and their environment as drivers of flood hazard, vulnerability and exposure. The human and flood subsystems are modelled using agent-based models and hydrodynamic models, respectively. The two models are dynamically coupled to understand human-flood interactions and to investigate the effect of institutions on FRM policy analysis.

Advances in Managing Humanitarian Operations

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Author : Christopher W. Zobel
Publisher : Springer
ISBN 13 : 3319244183
Total Pages : 283 pages
Book Rating : 4.3/5 (192 download)

Book Synopsis Advances in Managing Humanitarian Operations by : Christopher W. Zobel

Download or read book Advances in Managing Humanitarian Operations written by Christopher W. Zobel and published by Springer. This book was released on 2015-12-17 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a survey of current research problems and results in humanitarian operations research. Additionally, it discusses existing applications of humanitarian operations research, and considers new research efforts that clearly extend existing research and applications. The book is divided into three sections that provide an overview of the subject, a look at the theory, and an examination of applications. The overview section presents chapters on modeling approaches and metrics to evaluate nonprofit operations; chief findings of fieldwork research in disaster response logistics; the use of cash as a form of relief; and measuring markets that supply cash-based humanitarian interventions. The theory section includes chapters that examine the partner proliferation problem in disaster response networks; a case study of humanitarian logistics that examines how humanitarian culture informs change adoption; and a look at the current state of the art for information visibility in humanitarian operations. Finally, the application section focuses on blood products, vaccines, and food assistance, with individual chapters on efficient inventorying and distribution of blood products during disasters; a detailed look at modeling in the context of the vaccine supply chain; a framework for achieving equity, effectiveness, and efficiency in food bank operations; and a spatio-temporal vulnerabili ty assessment of the resilience of a population affected by sudden lack of food.

Applied Data Science in Tourism

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Author : Roman Egger
Publisher : Springer Nature
ISBN 13 : 3030883892
Total Pages : 647 pages
Book Rating : 4.0/5 (38 download)

Book Synopsis Applied Data Science in Tourism by : Roman Egger

Download or read book Applied Data Science in Tourism written by Roman Egger and published by Springer Nature. This book was released on 2022-01-31 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: Access to large data sets has led to a paradigm shift in the tourism research landscape. Big data is enabling a new form of knowledge gain, while at the same time shaking the epistemological foundations and requiring new methods and analysis approaches. It allows for interdisciplinary cooperation between computer sciences and social and economic sciences, and complements the traditional research approaches. This book provides a broad basis for the practical application of data science approaches such as machine learning, text mining, social network analysis, and many more, which are essential for interdisciplinary tourism research. Each method is presented in principle, viewed analytically, and its advantages and disadvantages are weighed up and typical fields of application are presented. The correct methodical application is presented with a "how-to" approach, together with code examples, allowing a wider reader base including researchers, practitioners, and students entering the field. The book is a very well-structured introduction to data science – not only in tourism – and its methodological foundations, accompanied by well-chosen practical cases. It underlines an important insight: data are only representations of reality, you need methodological skills and domain background to derive knowledge from them - Hannes Werthner, Vienna University of Technology Roman Egger has accomplished a difficult but necessary task: make clear how data science can practically support and foster travel and tourism research and applications. The book offers a well-taught collection of chapters giving a comprehensive and deep account of AI and data science for tourism - Francesco Ricci, Free University of Bozen-Bolzano This well-structured and easy-to-read book provides a comprehensive overview of data science in tourism. It contributes largely to the methodological repository beyond traditional methods. - Rob Law, University of Macau

Adaptive Disaster Risk Assessment

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Author : Neiler Medina Pena
Publisher : CRC Press
ISBN 13 : 1000542823
Total Pages : 329 pages
Book Rating : 4.0/5 (5 download)

Book Synopsis Adaptive Disaster Risk Assessment by : Neiler Medina Pena

Download or read book Adaptive Disaster Risk Assessment written by Neiler Medina Pena and published by CRC Press. This book was released on 2021-10-08 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate change, combined with the rapid and often unplanned urbanisation trends, is associated with a rising trend in the frequency and severity of disasters triggered by natural hazards. In order to face the impacts of such threats, it is necessary to have an appropriate Disaster Risk Assessment (DRA). Traditional DRA approaches for disaster risk reduction (DRR) have focused mainly on the hazard component of risk, with little attention to the vulnerability and the exposure components. To address this issue, this dissertation’s main objective is to develop and test a disaster risk modelling framework that incorporates socioeconomic vulnerability and the adaptive nature of exposure associated with human behaviour in extreme hydro-meteorological events in the context of SIDS. To achieve the objective, an Adaptive Disaster Risk Assessment (ADRA) framework is proposed. ADRA uses an index-based approach (PeVI) to assess the socioeconomic vulnerability using three components: susceptibility, lack of coping capacities, and lack of adaptation. Furthermore, ADRA explicitly incorporates the exposure component using two approaches; first, a logistic regression model was built using the actual evacuation rates observed during Hurricane Irma, and second, an Agent-based model is used to simulate how households change their exposure levels in relation to different sources of information

Vulnerable Systems

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Author : Wolfgang Kröger
Publisher : Springer Science & Business Media
ISBN 13 : 0857296558
Total Pages : 212 pages
Book Rating : 4.8/5 (572 download)

Book Synopsis Vulnerable Systems by : Wolfgang Kröger

Download or read book Vulnerable Systems written by Wolfgang Kröger and published by Springer Science & Business Media. This book was released on 2011-06-22 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: The safe management of the complex distributed systems and critical infrastructures which constitute the backbone of modern industry and society entails identifying and quantifying their vulnerabilities to design adequate protection, mitigation, and emergency action against failure. In practice, there is no fail-safe solution to such problems and various frameworks are being proposed to effectively integrate different methods of complex systems analysis in a problem-driven approach to their solution. Vulnerable Systems reflects the current state of knowledge on the procedures which are being put forward for the risk and vulnerability analysis of critical infrastructures. Classical methods of reliability and risk analysis, as well as new paradigms based on network and systems theory, including simulation, are considered in a dynamic and holistic way. Readers of Vulnerable Systems will benefit from its structured presentation of the current knowledge base on this subject. It will enable graduate students, researchers and safety and risk analysts to understand the methods suitable for different phases of analysis and to identify their criticalities in application.

Agent-Based Modeling and Network Dynamics

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Author : Akira Namatame
Publisher : Oxford University Press
ISBN 13 : 0191017981
Total Pages : 320 pages
Book Rating : 4.1/5 (91 download)

Book Synopsis Agent-Based Modeling and Network Dynamics by : Akira Namatame

Download or read book Agent-Based Modeling and Network Dynamics written by Akira Namatame and published by Oxford University Press. This book was released on 2016-01-28 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: While the significance of networks in various human behavior and activities has a history as long as human's existence, network awareness is a recent scientific phenomenon. The neologism network science is just one or two decades old. Nevertheless, with this limited time, network thinking has substantially reshaped the recent development in economics, and almost all solutions to real-world problems involve the network element. This book integrates agent-based modeling and network science. It is divided into three parts, namely, foundations, primary dynamics on and of social networks, and applications. The authors begin with the network origin of agent-based models, known as cellular automata, and introduce a number of classic models, such as Schelling's segregation model and Axelrod's spatial game. The essence of the foundation part is the network-based agent-based models in which agents follow network-based decision rules. Under the influence of the substantial progress in network science in late 1990s, these models have been extended from using lattices into using small-world networks, scale-free networks, etc. The text also shows that the modern network science mainly driven by game-theorists and sociophysicists has inspired agent-based social scientists to develop alternative formation algorithms, known as agent-based social networks. It reviews a number of pioneering and representative models in this family. Upon the given foundation, the second part reviews three primary forms of network dynamics, such as diffusions, cascades, and influences. These primary dynamics are further extended and enriched by practical networks in goods-and-service markets, labor markets, and international trade. At the end, the book considers two challenging issues using agent-based models of networks: network risks and economic growth.

Assessing the Use of Agent-Based Models for Tobacco Regulation

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Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309317258
Total Pages : 290 pages
Book Rating : 4.3/5 (93 download)

Book Synopsis Assessing the Use of Agent-Based Models for Tobacco Regulation by : Institute of Medicine

Download or read book Assessing the Use of Agent-Based Models for Tobacco Regulation written by Institute of Medicine and published by National Academies Press. This book was released on 2015-07-17 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tobacco consumption continues to be the leading cause of preventable disease and death in the United States. The Food and Drug Administration (FDA) regulates the manufacture, distribution, and marketing of tobacco products - specifically cigarettes, cigarette tobacco, roll-your-own tobacco, and smokeless tobacco - to protect public health and reduce tobacco use in the United States. Given the strong social component inherent to tobacco use onset, cessation, and relapse, and given the heterogeneity of those social interactions, agent-based models have the potential to be an essential tool in assessing the effects of policies to control tobacco. Assessing the Use of Agent-Based Models for Tobacco Regulation describes the complex tobacco environment; discusses the usefulness of agent-based models to inform tobacco policy and regulation; presents an evaluation framework for policy-relevant agent-based models; examines the role and type of data needed to develop agent-based models for tobacco regulation; provides an assessment of the agent-based model developed for FDA; and offers strategies for using agent-based models to inform decision making in the future.

Vulnerability, Territory, Population

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Author : Samuel Rufat
Publisher : John Wiley & Sons
ISBN 13 : 178945106X
Total Pages : 308 pages
Book Rating : 4.7/5 (894 download)

Book Synopsis Vulnerability, Territory, Population by : Samuel Rufat

Download or read book Vulnerability, Territory, Population written by Samuel Rufat and published by John Wiley & Sons. This book was released on 2024-07-23 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the Covid-19 pandemic, the term "vulnerable" was applied to "individuals" and to "populations", "groups" and "countries" in discussions, laws and regulations; now it applies to all objects in relation to all kinds of threats. However, rather than a label for governing people and places, the notion of "vulnerability" was expected to become an instrument to tackle the root causes of disasters, poverty and maldevelopment, as well as the inequalities and injustices they bring, whether social, political, economic or environmental. Despite this radical dimension, vulnerability has gradually been incorporated into public policies and international recommendations for global risk and disaster management. This book is intended for researchers, students, managers and decision makers concerned with the management of not only risks and crises but also climate and environmental change. The first part examines the multiple theoretical and conceptual approaches; the second explores vulnerability assessments, using examples from the Global North and Global South; and the third discusses tools, public policies and actions taken to reduce vulnerability.

Handbook of Applied System Science

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Author : Zachary P. Neal
Publisher : Taylor & Francis
ISBN 13 : 1317607082
Total Pages : 640 pages
Book Rating : 4.3/5 (176 download)

Book Synopsis Handbook of Applied System Science by : Zachary P. Neal

Download or read book Handbook of Applied System Science written by Zachary P. Neal and published by Taylor & Francis. This book was released on 2016-11-25 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Applied System Science is organized around both methodological approaches in systems science, and the substantive topic to which these approaches have been applied. The volume begins with an essay that introduces three system science methods: agent-based modeling, system dynamics, and network analysis. The remainder of the volume is organized around three broad topics: (1) health and human development, (2) environment and sustainability, and (3) communities and social change. Each part begins with a brief introductory essay, and includes nine chapters that demonstrate the application of system science methods to address research questions in these areas. This handbook will be useful for work in Public Health, Sociology, Criminal Justice, Social Work, Political Science, Environmental Studies, Urban Studies, and Psychology.

Agent-based Modeling and Simulation

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Author : S. Taylor
Publisher : Springer
ISBN 13 : 1137453648
Total Pages : 223 pages
Book Rating : 4.1/5 (374 download)

Book Synopsis Agent-based Modeling and Simulation by : S. Taylor

Download or read book Agent-based Modeling and Simulation written by S. Taylor and published by Springer. This book was released on 2014-08-27 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Operational Research (OR) deals with the use of advanced analytical methods to support better decision-making. It is multidisciplinary with strong links to management science, decision science, computer science and many application areas such as engineering, manufacturing, commerce and healthcare. In the study of emergent behaviour in complex adaptive systems, Agent-based Modelling & Simulation (ABMS) is being used in many different domains such as healthcare, energy, evacuation, commerce, manufacturing and defense. This collection of articles presents a convenient introduction to ABMS with papers ranging from contemporary views to representative case studies. The OR Essentials series presents a unique cross-section of high quality research work fundamental to understanding contemporary issues and research across a range of Operational Research (OR) topics. It brings together some of the best research papers from the esteemed Operational Research Society and its associated journals, also published by Palgrave Macmillan.

Dynamic Risk Assessment and Management of Domino Effects and Cascading Events in the Process Industry

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Author : Valerio Cozzani
Publisher : Elsevier
ISBN 13 : 0081028393
Total Pages : 406 pages
Book Rating : 4.0/5 (81 download)

Book Synopsis Dynamic Risk Assessment and Management of Domino Effects and Cascading Events in the Process Industry by : Valerio Cozzani

Download or read book Dynamic Risk Assessment and Management of Domino Effects and Cascading Events in the Process Industry written by Valerio Cozzani and published by Elsevier. This book was released on 2021-06-08 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamic Risk Assessment and Management of Domino Effects and Cascading Events in the Process Industry provides insights into emerging and state-of-the-art methods for the dynamic assessment of risk and safety barrier performance in the framework of domino effect risk management. The book presents methods and tools to manage the risk of cascading events involving the chemical and process industry. It is an ideal reference for both safety and security managers, industrial risk stakeholders, scientists and practitioners. In addition, laymen may find the state-of-the-art methods concerning domino effects (large-scale accidents) and how to prevent their propagation an interesting topic of study. Includes dynamic hazard and risk assessment methods Presents methods for safety barrier performance assessment Addresses the effect of harsh environment on domino risk assessment Relates physical security in relation to domino effects Includes innovative methods and tools

New Frontiers in Artificial Intelligence

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Author : Setsuya Kurahashi
Publisher : Springer
ISBN 13 : 3319615726
Total Pages : 345 pages
Book Rating : 4.3/5 (196 download)

Book Synopsis New Frontiers in Artificial Intelligence by : Setsuya Kurahashi

Download or read book New Frontiers in Artificial Intelligence written by Setsuya Kurahashi and published by Springer. This book was released on 2017-07-05 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the JSAI-isAI 2016 Workshops, LENLS 13, HAT-MASH, AI-Biz, JURISIN and SKL, held in Kanagawa, Japan, in November 1016. The 22 regular papers presented in this volume were carefully reviewed and selected from 64 submissions. LENLS 13 was the 13th event in the series, and it focused on the formal and theoretical aspects of natural language. LENLS (Logic and Engineering of Natural Language Semantics) is an annual international workshop recognized internationally in the formal syntax-semantics-pragmatics community. It has been bringing together for discussion and interdisciplinary communication researchers working on formal theories of natural language syntax, semantics and pragmatics, (formal) philosophy, artificial intelligence and computational linguistics. HAT-MASH 2016 (Healthy Aging Tech mashup service, data and people) was the second international workshop bridges healthy aging and elderly care technology, information technology and service engineering. The main objective of this workshop was to provide a forum to discuss important research questions and practical challenges in healthy aging and elderly care support to promote transdisciplinary approaches. AI-Biz 2016 (Artificial Intelligence of and for Business) was the first workshop held to foster the concepts and techniques of Business Intelligence (BI) in Artificial Intelligence. BI should include such cutting-edge techniques as data science, agent-based modelling, complex adaptive systems, and IoT. The main purpose of this workshop is to provide a forum to discuss important research questions and practical challenges in Business Intelligence, Business Informatics, Data Analysis and Agent-based Modelling to exchange latest results, to join efforts in solving the common challenges. JURISIN 2016 was the tenth international workshop on Juris-informatics. Juris-informatics is a new research area which studies legal issues from the perspective of informatics. The purpose of this workshop was to discuss both the fundamental and practical issues among people from the various backgrounds such as law, social science, information and intelligent technology, logic and philosophy, including the conventional “AI and law” area. SKL 2016 (The Third International Workshop on Skill Science) was aimed to internationalize the research on skill sciences through organizing the meeting. Human skills involve well-attuned perception and fine motor control, often accompanied by thoughtful planning. The involvement of body, environment, and tools mediating them makes the study of skills unique among researches of human intelligence.

Multi-Agent-Based Simulation XXIV

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Author : Luis G. Nardin
Publisher : Springer Nature
ISBN 13 : 3031610342
Total Pages : 180 pages
Book Rating : 4.0/5 (316 download)

Book Synopsis Multi-Agent-Based Simulation XXIV by : Luis G. Nardin

Download or read book Multi-Agent-Based Simulation XXIV written by Luis G. Nardin and published by Springer Nature. This book was released on with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: