This unique volume introduces and discusses the methods of validating computer simulations in scientific research. The core concepts, strategies, and techniques of validation are explained by an international team of pre-eminent authorities, drawing on expertise from various fields ranging from engineering and the physical sciences to the social sciences and history. The work also offers new and original philosophical perspectives on the validation of simulations. Topics and features: introduces the fundamental concepts and principles related to the validation of computer simulations, and examines philosophical frameworks for thinking about validation; provides an overview of the various strategies and techniques available for validating simulations, as well as the preparatory steps that have to be taken prior to validation; describes commonly used reference points and mathematical frameworks applicable to simulation validation; reviews the legal prescriptions, and the administrative and procedural activities related to simulation validation; presents examples of best practice that demonstrate how methods of validation are applied in various disciplines and with different types of simulation models; covers important practical challenges faced by simulation scientists when applying validation methods and techniques; offers a selection of general philosophical reflections that explore the significance of validation from a broader perspective. This truly interdisciplinary handbook will appeal to a broad audience, from professional scientists spanning all natural and social sciences, to young scholars new to research with computer simulations. Philosophers of science, and methodologists seeking to increase their understanding of simulation validation, will also find much to benefit from in the text.

Today's military missions have shifted away from fighting nation states using conventional weapons toward combating insurgents and terrorist networks in a battlespace in which the attitudes and behaviors of civilian noncombatants may be the primary effects of military actions. To support these new missions, the military services are increasingly interested in using models of the behavior of humans, as individuals and in groups of various kinds and sizes. Behavioral Modeling and Simulation reviews relevant individual, organizational, and societal (IOS) modeling research programs, evaluates the strengths and weaknesses of the programs and their methodologies, determines which have the greatest potential for military use, and provides guidance for the design of a research program to effectively foster the development of IOS models useful to the military. This book will be of interest to model developers, operational military users of the models and their managers, and government personnel making funding decisions regarding model development.

ÔThis excellent volume brings together some of the most interesting writings on economic organization. It covers a vast range of topics that fall under the heading of economic organization, and most if not all aspects of a variety of organizational economics and organization theories are presented. Interestingly, this book also extends beyond the more traditional approaches informed by economics and organization theory as it broadens the horizon of the field by including relevant contributions from economic sociology, cognitive psychology, law, and strategic management. Given its breadth and depth, this volume will become one of the standard reference books that will inspire both theoretical and empirical research.Õ Ð John Hagedoorn, Maastricht University, The Netherlands ÔThis important new Handbook of Economic Organization is a highly successful attempt to integrate economic and organization theory. Anna Grandori, who is herself a leading scholar located at the boundaries of economics and organization theory, is to be congratulated on doing a superb job bringing together such a high profile group of internationally acknowledged scholars. Each of the essays in the book are original and contribute to demonstrating the valuable insights that economics can make to our understanding of organization and organizational design. Anna GrandoriÕs introductory and concluding chapters are not only excellent audits of the current state of our knowledge in this field but they also give a strong sense of direction for the possible futures of the discipline. Anna Grandori is not afraid to face head on some of the more philosophical issues relating to ÒorganizationÓ as an object of study and is to be commended for doing so. The economics of organization is a new, exciting and developing field and the essays in this book will help to shape the research agenda that will take this emergent discipline to its next stage.Õ Ð Peter M. Jackson, University of Leicester, UK ÔThis sweeping, comprehensive volume is a signal effort in building bridges between economics and organization theory. With a stellar cast of contributors, it will both inspire and provoke scholars with its grand amibitions, and generate considerable attention and debate. A remarkable effort by Anna Grandori.Õ Ð Walter W. Powell, Stanford University, US ÔAnna Grandori has astutely organized the commissioned chapters of an intellectually diverse set of scholars into an absolutely outstanding contribution that both defines the current state of organizational economics and points the perceptive reader toward an exciting intellectual future. From traditional research areas to the newest topics of interest, the chapters chart the current boundaries of the field. The chapters are filled with gems of insight across several distinct levels of analysis, whether it is a discussion of organizational design, or psychological economics or innovation or the organization as language, the discussions are contemporary, comprehensive and challenging. No serious scholar of organizational economics should be without this book.Õ Ð Richard N. Osborn, Wayne State University, US This comprehensive and groundbreaking Handbook integrates economic and organization theories to help elucidate the design and evolution of economic organization. Economic organization is regarded both as a subject of inquiry and as an emerging disciplinary field in its own right, integrating insights from economics, organization theory, strategy and management, economic sociology and cognitive psychology. The contributors, who share this integrated approach, are distinguished scholars at the productive peak in their fields. Each original, state-of-the art chapter not only addresses foundational issues, but also identifies key issues for future research. This original and wide-ranging Handbook will be a useful and thought-provoking read for academics, students and researchers in the fields of organization, management and economics.

This book on Infectious Disease Informatics (IDI) and biosurveillance is intended to provide an integrated view of the current state of the art, identify technical and policy challenges and opportunities, and promote cross-disciplinary research that takes advantage of novel methodology and what we have learned from innovative applications. This book also fills a systemic gap in the literature by emphasizing informatics driven perspectives (e.g., information system design, data standards, computational aspects of biosurveillance algorithms, and system evaluation). Finally, this book attempts to reach policy makers and practitioners through the clear and effective communication of recent research findings in the context of case studies in IDI and biosurveillance, providing “hands-on” in-depth opportunities to practitioners to increase their understanding of value, applicability, and limitations of technical solutions. This book collects the state of the art research and modern perspectives of distinguished individuals and research groups on cutting-edge IDI technical and policy research and its application in biosurveillance. The contributed chapters are grouped into three units. Unit I provides an overview of recent biosurveillance research while highlighting the relevant legal and policy structures in the context of IDI and biosurveillance ongoing activities. It also identifies IDI data sources while addressing information collection, sharing, and dissemination issues as well as ethical considerations. Unit II contains survey chapters on the types of surveillance methods used to analyze IDI data in the context of public health and bioterrorism. Specific computational techniques covered include: text mining, time series analysis, multiple data streams methods, ensembles of surveillance methods, spatial analysis and visualization, social network analysis, and agent-based simulation. Unit III examines IT and decision support for public health event response and bio-defense. Practical lessons learned in developing public health and biosurveillance systems, technology adoption, and syndromic surveillance for large events are discussed. The goal of this book is to provide an understandable interdisciplinary IDI and biosurveillance reference either used as a standalone textbook or reference for students, researchers, and practitioners in public health, veterinary medicine, biostatistics, information systems, computer science, and public administration and policy.

Robert Axelrod is widely known for his groundbreaking work in game theory and complexity theory. He is a leader in applying computer modeling to social science problems. His book The Evolution of Cooperation has been hailed as a seminal contribution and has been translated into eight languages since its initial publication. The Complexity of Cooperation is a sequel to that landmark book. It collects seven essays, originally published in a broad range of journals, and adds an extensive new introduction to the collection, along with new prefaces to each essay and a useful new appendix of additional resources. Written in Axelrod's acclaimed, accessible style, this collection serves as an introductory text on complexity theory and computer modeling in the social sciences and as an overview of the current state of the art in the field. The articles move beyond the basic paradigm of the Prisoner's Dilemma to study a rich set of issues, including how to cope with errors in perception or implementation, how norms emerge, and how new political actors and regions of shared culture can develop. They use the shared methodology of agent-based modeling, a powerful technique that specifies the rules of interaction between individuals and uses computer simulation to discover emergent properties of the social system. The Complexity of Cooperation is essential reading for all social scientists who are interested in issues of cooperation and complexity.

This edited volume seeks to explore established as well as emergent forms of governance by combining social network analysis and governance research. In doing so, contributions take into account the increasingly complex forms which governance faces, consisting of different types of actors (e.g. individuals, states, economic entities, NGOs, IGOs), instruments (e.g. law, suggestions, flexible norms) and arenas from the local up to the global level, and which more and more questions theoretical models that have focused primarily on markets and hierarchies. The topics addressed in this volume are processes of coordination, arriving at and implementing decisions taking place in network(ed) (social) structures; such as governance of work relations, of financial markets, of innovation and politics. These processes are investigated and discussed from sociologists’, political scientists’ and economists’ viewpoints. ​

Advances in Strategic Management is dedicated to communicating innovative, new research that advances theory and practice in Strategic Management. This volume focuses on organization design and collaborative ways of working.

This book addresses possible applications of computer simulation to theory building in management and organizational theory. The key hypothesis is that modelling and computer simulation provide an environment to develop, test and articulate theoretical propositions. In general, computer simulation provides an experimental environment where researchers are able to play with symbolic representations of phenomena by modifying the model’s structure and activating or deactivating model’s parameters. This environment allows to both generating hypotheses to ex post explain observed phenomena or to ex ante generate distributions of unrealized events thereby envisioning areas for further empirical investigations. Under a methodological perspective, the volume investigates logics and techniques to design a research strategy grounded on computer simulation. In particular, the articles in the book concentrate on two different techniques, and philosophies, to set up a simulation study: System Dynamics, which is grounded on differential equations and feedback theory, and agent-based modeling. The book describes how computer simulation helps to look into research issues typical to strategic management and organizational theory. In this respect, such themes as firms’ diversification strategies, competitive strategy, rivalry and the impact of role dynamics on organizational performances are explored through the lenses of computer simulation models.