Adaptive and Learning Agents


Book Description

This volume constitutes the thoroughly refereed post-conference proceedings of the International Workshop on Adaptive and Learning Agents, ALA 2011, held at the 10th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2011, in Taipei, Taiwan, in May 2011. The 7 revised full papers presented together with 1 invited talk were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on single and multi-agent reinforcement learning, supervised multiagent learning, adaptation and learning in dynamic environments, learning trust and reputation, minority games and agent coordination.




Capital and Credit


Book Description

Contemporary general equilibrium theory is characteristically short-run, separated from monetary aspects of the economy, and as such does not deal with long-run problems such as capital accumulation, innovation, and the historical movement of the economy. These phenomena are discussed by growth theory, which assumes a given or shifting production function, and in turn cannot therefore deal with the fundamental problem of growth, namely how the production function is derived. Thus traditional theories have a common weakness in that they divorce real economic growth from the activities of the financial sector. This book provides a much-needed synthesis of growth theory and monetary theory. Professor Morishima draws on the work of Schumpeter, Keynes and the pre-war neoclassical economists to formulate a capital-theoretic general equilibrium theory.




Agent-Based Models in Economics


Book Description

The first step-by-step introduction to the methodology of agent-based models in economics, their mathematical and statistical analysis, and real-world applications.




Perspectives on the Sharing Economy


Book Description

Sharing instead of owning is one of the major trends in modern (business) life. By changing how people consume, the rise of the sharing economy has the potential to redefine the role of owners, consumers and producers, change their mode of transaction, create innovative business models, disrupt existing industries, and challenge political and regulative institutions. In addition to these practical implications, the sharing economy phenomenon represents a novel playground for theoretical advancement, attracting a multitude of research and researchers from different disciplines. While this can potentially open up new avenues for practice and theory to stimulate each other, they do not seem to go hand-in-hand at the moment. This volume brings together research from a wide variety of theoretical backgrounds and disciplines to encourage academic discourse on the sharing economy phenomenon. It comprises contributions that are grounded in different theoretical perspectives, including business history, economics, strategic management, organization studies, information systems, political science, legal studies, linguistics, and semantics. While all contributions focus on the sharing economy phenomenon, they examine the subject from different disciplinary angles. Together, they provide a coherent and comprehensive overview of research on the sharing economy.




Contemporary Issues in Macroeconomics


Book Description

In this edited collection, Joseph Stiglitz and Martin Guzman present a series of studies on contemporary macroeconomic issues. The book discusses a set of key lessons for macroeconomic theory following the recent global financial crisis and explores unconventional monetary policy in a post-crisis world. This volume is divided into five parts. The introduction includes keynote speeches by the Governors of the Bank of Japan and Central Bank of Jordan. Part one focuses on macroeconomic theory for understanding macroeconomic fluctuations and crises. Part two addresses the issue of the measurement of wealth. Part three discusses macroeconomic policies in times of crises. Finally, part four focuses on central banking and monetary policy.




Local Food Systems; Concepts, Impacts, and Issues


Book Description

This comprehensive overview of local food systems explores alternative definitions of local food, estimates market size and reach, describes the characteristics of local consumers and producers, and examines early indications of the economic and health impacts of local food systems. Defining ¿local¿ based on marketing arrangements, such as farmers selling directly to consumers at regional farmers¿ markets or to schools, is well recognized. Statistics suggest that local food markets account for a small, but growing, share of U.S. agricultural production. For smaller farms, direct marketing to consumers accounts for a higher percentage of their sales than for larger farms. Charts and tables.




Global Economic Prospects, June 2021


Book Description

The world economy is experiencing a very strong but uneven recovery, with many emerging market and developing economies facing obstacles to vaccination. The global outlook remains uncertain, with major risks around the path of the pandemic and the possibility of financial stress amid large debt loads. Policy makers face a difficult balancing act as they seek to nurture the recovery while safeguarding price stability and fiscal sustainability. A comprehensive set of policies will be required to promote a strong recovery that mitigates inequality and enhances environmental sustainability, ultimately putting economies on a path of green, resilient, and inclusive development. Prominent among the necessary policies are efforts to lower trade costs so that trade can once again become a robust engine of growth. This year marks the 30th anniversary of the Global Economic Prospects. The Global Economic Prospects is a World Bank Group Flagship Report that examines global economic developments and prospects, with a special focus on emerging market and developing economies, on a semiannual basis (in January and June). Each edition includes analytical pieces on topical policy challenges faced by these economies.







Basic Methods of Policy Analysis and Planning


Book Description

Updated in its 3rd edition, Basic Methods of Policy Analysis and Planning presents quickly applied methods for analyzing and resolving planning and policy issues at state, regional, and urban levels. Divided into two parts, Methods which presents quick methods in nine chapters and is organized around the steps in the policy analysis process, and Cases which presents seven policy cases, ranging in degree of complexity, the text provides readers with the resources they need for effective policy planning and analysis. Quantitative and qualitative methods are systematically combined to address policy dilemmas and urban planning problems. Readers and analysts utilizing this text gain comprehensive skills and background needed to impact public policy.




Finding What Works in Health Care


Book Description

Healthcare decision makers in search of reliable information that compares health interventions increasingly turn to systematic reviews for the best summary of the evidence. Systematic reviews identify, select, assess, and synthesize the findings of similar but separate studies, and can help clarify what is known and not known about the potential benefits and harms of drugs, devices, and other healthcare services. Systematic reviews can be helpful for clinicians who want to integrate research findings into their daily practices, for patients to make well-informed choices about their own care, for professional medical societies and other organizations that develop clinical practice guidelines. Too often systematic reviews are of uncertain or poor quality. There are no universally accepted standards for developing systematic reviews leading to variability in how conflicts of interest and biases are handled, how evidence is appraised, and the overall scientific rigor of the process. In Finding What Works in Health Care the Institute of Medicine (IOM) recommends 21 standards for developing high-quality systematic reviews of comparative effectiveness research. The standards address the entire systematic review process from the initial steps of formulating the topic and building the review team to producing a detailed final report that synthesizes what the evidence shows and where knowledge gaps remain. Finding What Works in Health Care also proposes a framework for improving the quality of the science underpinning systematic reviews. This book will serve as a vital resource for both sponsors and producers of systematic reviews of comparative effectiveness research.