Download or read book Evolutionary Agent Based Policy Analysis in Dynamic Environments written by Volker Nannen and published by V. Nannen. This book was released on 2009 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Insights in Reinforcement Learning written by Hado Philip van Hasselt and published by Hado van Hasselt. This book was released on 2011 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Theory and Principled Methods for the Design of Metaheuristics written by Yossi Borenstein and published by Springer Science & Business Media. This book was released on 2013-12-19 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Metaheuristics, and evolutionary algorithms in particular, are known to provide efficient, adaptable solutions for many real-world problems, but the often informal way in which they are defined and applied has led to misconceptions, and even successful applications are sometimes the outcome of trial and error. Ideally, theoretical studies should explain when and why metaheuristics work, but the challenge is huge: mathematical analysis requires significant effort even for simple scenarios and real-life problems are usually quite complex. In this book the editors establish a bridge between theory and practice, presenting principled methods that incorporate problem knowledge in evolutionary algorithms and other metaheuristics. The book consists of 11 chapters dealing with the following topics: theoretical results that show what is not possible, an assessment of unsuccessful lines of empirical research; methods for rigorously defining the appropriate scope of problems while acknowledging the compromise between the class of problems to which a search algorithm is applied and its overall expected performance; the top-down principled design of search algorithms, in particular showing that it is possible to design algorithms that are provably good for some rigorously defined classes; and, finally, principled practice, that is reasoned and systematic approaches to setting up experiments, metaheuristic adaptation to specific problems, and setting parameters. With contributions by some of the leading researchers in this domain, this book will be of significant value to scientists, practitioners, and graduate students in the areas of evolutionary computing, metaheuristics, and computational intelligence.
Download or read book Legal Theory Sources of Law and the Semantic Web written by Alexander Boer and published by IOS Press. This book was released on 2009 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Attempts to construct an integrated conceptual framework for the application-neutral and problem-neutral representation of sources of law using Semantic Web technology and concepts and some technically straightforward extensions to Semantic Web technology based on established practices found in fielded applications.
Download or read book Dynamic Analysis in Complex Economic Environments written by Herbert Dawid and published by Springer Nature. This book was released on 2020-12-22 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses decision-making in dynamic economic environments. By applying a wide range of methodological approaches, combining both analytical and computational methods, the contributors examine various aspects of optimal firm behaviour and relevant policy areas. Topics covered include optimal control, dynamic games, economic decision-making, and applications in finance and economics, as well as policy implications in areas such as pollution regulation. This book is dedicated to Christophe Deissenberg, a well-known and distinguished scholar of economic dynamics and computational economics. It appeals to academics in the areas of optimal control, dynamic games and computational economics as well as to decision-makers working in policy domains such as environmental policy.
Download or read book Agent Based Modeling of Environmental Conflict and Cooperation written by Todd K. BenDor and published by CRC Press. This book was released on 2018-10-12 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conflict is a major facet of many environmental challenges of our time. However, growing conflict complexity makes it more difficult to identify win-win strategies for sustainable conflict resolution. Innovative methods are needed to help predict, understand, and resolve conflicts in cooperative ways. Agent-Based Modeling of Environmental Conflict and Cooperation examines computer modeling techniques as an important set of tools for assessing environmental and resource-based conflicts and, ultimately, for finding pathways to conflict resolution and cooperation. This book has two major goals. First, it argues that complexity science can be a unifying framework for professions engaged in conflict studies and resolution, including anthropology, law, management, peace studies, urban planning, and geography. Second, this book presents an innovative framework for approaching conflicts as complex adaptive systems by using many forms of environmental analysis, including system dynamics modeling, agent-based modeling, evolutionary game theory, viability theory, and network analysis. Known as VIABLE (Values and Investments from Agent-Based interaction and Learning in Environmental systems), this framework allows users to model advanced facets of conflicts—including institution building, coalition formation, adaptive learning, and the potential for future conflict—and conflict resolution based on the long-term viability of the actors’ strategies. Written for scholars, students, practitioners, and policy makers alike, this book offers readers an extensive introduction to environmental conflict research and resolution techniques. As the result of decades of research, the text presents a strong argument for conflict modeling and reviews the most popular and advanced techniques, including system dynamics modeling, agent-based modeling, and participatory modeling methods. This indispensable guide uses NetLogo, a widely used and free modeling software package, to implement the VIABLE modeling approach in three case study applications around the world. Readers are invited to explore, adapt, modify, and expand these models to conflicts they hope to better understand and resolve.
Download or read book Agent Based Approaches in Economic and Social Complex Systems V written by Takao Terano and published by Springer Science & Business Media. This book was released on 2009-04-14 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agent-based modeling/simulation is an emergent approach to the analysis of social and economic systems. It provides a bottom-up experimental method to be applied to social sciences such as economics, management, sociology, and politics as well as some engineering fields dealing with social activities. This book includes selected papers presented at the Fifth International Workshop on Agent-Based Approaches in Economic and Social Complex Systems held in Tokyo in 2007. It contains two invited papers given as the plenary and invited talks in the workshop and 21 papers presented in the six regular sessions: Organization and Management; Fundamentals of Agent-Based and Evolutionary Approaches; Production, Services and Urban Systems; Agent-Based Approaches to Social Systems; and Market and Economics I and II. The research presented here shows the state of the art in this rapidly growing field.
Download or read book Sustainability Science written by Bert J. M. de Vries and published by Cambridge University Press. This book was released on 2023-12-07 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thoroughly updated, integrated, transdisciplinary approach to sustainable development for advanced students, researchers, and policymakers.
Download or read book Handbook on Present Environmental challenges An overview written by Dr. Subhajit Mukherjee and published by Book Rivers. This book was released on 2022-06-29 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Innovation Studies written by Jan Fagerberg and published by Oxford University Press. This book was released on 2013-10 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovation is increasingly recognized as a vitally important social and economic phenomenon worthy of serious research study. The book, written by leading contributors to the field, examines the state of the art and achievements in the relatively new field of Innovation Studies, as well as what future challenges lie ahead.
Download or read book Routledge Handbook of Evolutionary Economics written by Kurt Dopfer and published by Taylor & Francis. This book was released on 2023-11-27 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: While dating from post-Classical economists such as Thorstein Veblen and Joseph Schumpeter, the inception of the modern field of evolutionary economics is usually dated to the early 1980s. Broadly speaking, evolutionary economics sees the economy as undergoing continual, evolutionary change. Evolutionary change indicates that these changes were not planned, but rather were the result of innovations and selection processes. These often involved winners and losers, but most importantly, they resulted in actors learning what was and was not working. Evolutionary economics, in contrast to mainstream economics, emphasises the relevance of variables such as technology, institutions, decision rules, routines, or consumer preferences for explaining the complex evolutionary changes in the economy. In so doing, evolutionary economics significantly broadens the scope of economic analysis, and sheds new light on key concepts and issues of the discipline. This handbook draws on a stellar cast list of international contributors, ranging from the founders of the field to the newest voices. The volume explores the current state of the art in the field of evolutionary economics at the levels of the micro (e.g. firms and households), meso (e.g. industries and institutions), and macro (e.g. economic policy, structure, and growth). Overall, the Routledge Handbook of Evolutionary Economics provides an excellent overview of current trends and issues in this rapidly developing field.
Download or read book Policy Network Ties in the Dynamic Process of Environmental Conflict Resolution written by Seunghoo Lim and published by Springer Nature. This book was released on 2021-05-17 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extensive previous research has investigated environmental conflict management issues in networked settings and the design of policy networks, but the emergence and evolution of self-organizing policy networks are still not fully understood. Especially misunderstood is the problem of how the multiple motivations or incentives of competing policy actors in conflictual situations affect their structures of interaction, as this issue has not been studied systematically. This book aims to address the following research questions: how do policy stakeholders cope strategically with collective action or environmental conflict resolution? How do they utilize or maintain formal and informal policy networks to resolve problems effectively? What motivates them to engage or be involved in collaborative or conflictual networks? What influences their networking or their decisions on partner selection for conflict resolution? This book consists of four studies. The goal of the first study is to examine the form of a policy network by focusing on how policy networks emerge and evolve at the micro-level to solve collective action dilemmas endemic to decentralized and democratized policy decision-making processes, particularly in the environmental conflict resolution arena. The goal of the second study is to examine the main policy actors and structural characteristics of network governance evolution in the dynamic process of environmental conflict resolution. The goal of the third study is to highlight the role of policy tie formality in the evolution of multiplex ties in the environmental conflict resolution process. The goal of the fourth study is to demonstrate the relationships between patterns of interactions among policy actors and their modified and adjusted strategic behaviours within policy networks and across advocacy coalitions.
Download or read book Transdisciplinary Engineering for Complex Socio technical Systems written by K. Hiekata and published by IOS Press. This book was released on 2019-11-12 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industry and society are complex socio-technical systems, and both face problems that can only be solved by collaboration between different disciplines. Collaboration between academia and practice is also needed to develop viable solutions. Many engineering problems also require such an approach, which is known as Transdisciplinary Engineering (TE). This book presents the proceedings of the 26th ISTE International Conference on Transdisciplinary Engineering, held in Tokyo, Japan, from 30 July - 1 August 2019. The title of the conference was: Transdisciplinary Engineering for Complex Socio-technical Systems, and of the 86 submitted papers, 68 peer-reviewed papers by authors from 17 countries were delivered at the conference. These papers range from theoretical and conceptual to strongly pragmatic. They address industrial best practice and are grouped here under 10 themes: advanced robotics for smart manufacturing; design of personalized products and services; engineering methods for industry 4.0; additive and subtractive manufacturing; decision supporting tools and methods; complex systems engineering; big data analytics in manufacturing and services; concurrent engineering; cost modeling; and digital manufacturing, modeling and simulation. Presenting the latest research results and knowledge of product creation processes and related methodologies, the book will be of interest to researchers, design practitioners, and educators alike.
Download or read book Springer Handbook of Model Based Science written by Lorenzo Magnani and published by Springer. This book was released on 2017-05-22 with total page 1180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook offers the first comprehensive reference guide to the interdisciplinary field of model-based reasoning. It highlights the role of models as mediators between theory and experimentation, and as educational devices, as well as their relevance in testing hypotheses and explanatory functions. The Springer Handbook merges philosophical, cognitive and epistemological perspectives on models with the more practical needs related to the application of this tool across various disciplines and practices. The result is a unique, reliable source of information that guides readers toward an understanding of different aspects of model-based science, such as the theoretical and cognitive nature of models, as well as their practical and logical aspects. The inferential role of models in hypothetical reasoning, abduction and creativity once they are constructed, adopted, and manipulated for different scientific and technological purposes is also discussed. Written by a group of internationally renowned experts in philosophy, the history of science, general epistemology, mathematics, cognitive and computer science, physics and life sciences, as well as engineering, architecture, and economics, this Handbook uses numerous diagrams, schemes and other visual representations to promote a better understanding of the concepts. This also makes it highly accessible to an audience of scholars and students with different scientific backgrounds. All in all, the Springer Handbook of Model-Based Science represents the definitive application-oriented reference guide to the interdisciplinary field of model-based reasoning.
Download or read book Agent Based Models written by Nigel Gilbert and published by SAGE. This book was released on 2008 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aimed at readers with minimal experience in computer programming, this brief book provides a theoretical and methodological rationale for using ABM in the social sciences. It goes on to describe some carefully chosen examples from different disciplines, illustrating different approaches to ABM. It concludes with practical advice about how to design and create ABM, a discussion of validation procedures, and some guidelines about publishing articles based on ABM.
Download or read book Farm Level Modelling written by Shailesh Shrestha and published by CABI. This book was released on 2016-09-28 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agriculture is the product of a complex mixture of behavioural, biophysical and market drivers. Understanding how these factors interact to produce crops and livestock for food has been the focus of economic investigation for many years. The advent of optimisation algorithms and the exponential growth in computing technology has allowed significant growth in mathematical modelling of the dynamics of agricultural systems. The complexity of approaches has grown in parallel with the availability of data at increasingly finer resolutions. Farm-level models have been widely used in agricultural economic studies to understand how farmers and land owners respond to market and policy levers. This book provides an in-depth description of different methodologies and techniques currently used in farm-level modelling. While giving an overview of the theoretical grounding behind the models, an applied approach is also used. Case studies range from the application of modelling to policy reforms and the subsequent impacts on rural communities and food supply. This book also provides descriptions of the use of farm-level models in much wider fields such as aggregation and linking with sectoral models. Its purpose is to show the reader the methods that have been employed to inform decision-makers about how to improve the economic, social and environmental goals required to achieve the aims of multidimensional policy.
Download or read book Regional Resilience to Climate and Environmental Shocks written by Rita De Siano and published by Springer Nature. This book was released on 2020-10-01 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book illustrates the use of spatial econometric models to analyze the economic resilience of regions to climate-related shocks. Although climate change is a global externality, climate anomalies can trigger locally disruptive shocks, whose adverse effects on economic growth are transmitted through neighbouring relationships (based on geography, trade, or technological bonds). After laying out the theoretical case for spatial analysis in the study of economic resilience, the book introduces spatial econometric models, their estimation and testing procedures, as well as applications of spatial econometrics in various domains. It then reviews the current literature on the role of space in the propagation of climate shocks, and discusses how adaptation and mitigation policies can leverage spatial dependencies, with a special focus on renewable energy technologies and agricultural productivity. It appeals to scholars of regional and spatial sciences and econometrics as well as those interested in the spatial effects of climate and environmental shocks.
