Evolutionary Agent Based Policy Analysis In Dynamic Environments
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Evolutionary Agent Based Policy Analysis In Dynamic Environments
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Author : Volker Nannen
language : en
Publisher: V. Nannen
Release Date : 2009
Evolutionary Agent Based Policy Analysis In Dynamic Environments written by Volker Nannen and has been published by V. Nannen this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with categories.
Agent Based Computational Economics
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Author : Shu-Heng Chen
language : en
Publisher: Routledge
Release Date : 2017-09-19
Agent Based Computational Economics written by Shu-Heng Chen and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-19 with Business & Economics categories.
This book aims to answer two questions that are fundamental to the study of agent-based economic models: what is agent-based computational economics and why do we need agent-based economic modelling of economy? This book provides a review of the development of agent-based computational economics (ACE) from a perspective on how artificial economic agents are designed under the influences of complex sciences, experimental economics, artificial intelligence, evolutionary biology, psychology, anthropology and neuroscience. This book begins with a historical review of ACE by tracing its origins. From a modelling viewpoint, ACE brings truly decentralized procedures into market analysis, from a single market to the whole economy. This book also reviews how experimental economics and artificial intelligence have shaped the development of ACE. For the former, the book discusses how ACE models can be used to analyse the economic consequences of cognitive capacity, personality and cultural inheritance. For the latter, the book covers the various tools used to construct artificial adaptive agents, including reinforcement learning, fuzzy decision rules, neural networks, and evolutionary computation. This book will be of interest to graduate students researching computational economics, experimental economics, behavioural economics, and research methodology.
Theory And Principled Methods For The Design Of Metaheuristics
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Author : Yossi Borenstein
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-19
Theory And Principled Methods For The Design Of Metaheuristics written by Yossi Borenstein 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 2013-12-19 with Computers categories.
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.
Insights In Reinforcement Learning
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Author : Hado Philip van Hasselt
language : en
Publisher: Hado van Hasselt
Release Date : 2011
Insights In Reinforcement Learning written by Hado Philip van Hasselt and has been published by Hado van Hasselt this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.
Legal Theory Sources Of Law And The Semantic Web
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Author : Alexander Boer
language : en
Publisher: IOS Press
Release Date : 2009
Legal Theory Sources Of Law And The Semantic Web written by Alexander Boer and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Computers categories.
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.
Dynamic Analysis In Complex Economic Environments
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Author : Herbert Dawid
language : en
Publisher: Springer Nature
Release Date : 2020-12-22
Dynamic Analysis In Complex Economic Environments written by Herbert Dawid and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-22 with Business & Economics categories.
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.
Sustainability Science
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Author : Bert J. M. de Vries
language : en
Publisher: Cambridge University Press
Release Date : 2023-12-07
Sustainability Science written by Bert J. M. de Vries 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 2023-12-07 with Law categories.
The fully updated second edition of this innovative textbook provides a system analysis approach to sustainability for advanced undergraduate and graduate students. To an extent unparalleled in other textbooks, the latest scientific data and insights are integrated into a broad and deep transdisciplinary framework. Readers are encouraged to explore and engage with sustainability issues through the lenses of a cultural and methodological pluralism which promotes dialogue and alliances in the search for a (more) sustainable future. Ideal for students and their teachers in sustainable development, environmental science and policy, ecology, conservation, natural resources and geopolitics, the book will also appeal to interested citizens, activists, and policymakers, exposing them to the variety of perspectives on sustainability issues. Review questions and exercises provide the opportunity for consolidation and reflection. Online resources include appendices with more advanced mathematical material, model answers, and a wealth of recommended additional sources.
Handbook On Present Environmental Challenges An Overview
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Author : Dr. Subhajit Mukherjee
language : en
Publisher: Book Rivers
Release Date : 2022-06-29
Handbook On Present Environmental Challenges An Overview written by Dr. Subhajit Mukherjee and has been published by Book Rivers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-29 with Antiques & Collectibles categories.
Innovation Studies
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Author : Jan Fagerberg
language : en
Publisher: Oxford University Press
Release Date : 2013-10
Innovation Studies written by Jan Fagerberg and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10 with Business & Economics categories.
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.
Policy Network Ties In The Dynamic Process Of Environmental Conflict Resolution
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Author : Seunghoo Lim
language : en
Publisher: Springer Nature
Release Date : 2021-05-17
Policy Network Ties In The Dynamic Process Of Environmental Conflict Resolution written by Seunghoo Lim and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-17 with Political Science categories.
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.