Managing Complexity: Practical Considerations in the Development and Application of ABMs to Contemporary Policy Challenges

Mirsad Hadzikadic

ISBN 10: 3642392946 / ISBN 13: 9783642392948

Published by Springer, Springer Jul 2013, 2013

About this Item

This item is printed on demand - Print on Demand Titel. Neuware -This book emerged out of a project initiated and funded by the Defense Advanced Research Projects Agency (DARPA) that sought to build on efforts to transform agent-based models into platforms for predicting and evaluating policy responses to real world challenges around the world. It began with the observation that social science theories of human behavior are often used to estimate the consequences of alternative policy responses to important issues and challenges. However, alternative theories that remain subject to contradictory claims are ill suited to inform policy.The vision behind the DARPA project was to mine the social sciences literature for alternative theories of human behavior, and then formalize, instantiate, and integrate them within the context of an agent-based modeling system. The research team developed an experimental platform to evaluate the conditions under which alternative theories and groups of theories applied. The end result was a proof of concept developed from the ground up of social knowledge that could be used as an informative guide for policy analysis. This book describes in detail the process of designing and implementing a pilot system that helped DARPA assess the feasibility of a computational social science project on a large scale.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 184 pp. Englisch.

Seller Inventory # 9783642392948

Bibliographic Details

• Title: Managing Complexity: Practical Considerations in the Development and Application of ABMs to Contemporary Policy Challenges
• Publisher: Springer, Springer Jul 2013
• Publication Date: 2013
• Language: English
• ISBN 10: 3642392946
• ISBN 13: 9783642392948
• Binding: Buch
• Condition: Neu
• Dimensions: 241W x 160H x 15D millimeters 241 millimeters width by 160 millimeters height by 15 millimeters depth
• Weight: 448 grams

About this title

Synopsis

This book emerged out of a project initiated and funded by the Defense Advanced Research Projects Agency (DARPA) that sought to build on efforts to transform agent-based models into platforms for predicting and evaluating policy responses to real world challenges around the world.  It began with the observation that social science theories of human behavior are often used to estimate the consequences of alternative policy responses to important issues and challenges.  However, alternative theories that remain subject to contradictory claims are ill suited to inform policy.

The vision behind the DARPA project was to mine the social sciences literature for alternative theories of human behavior, and then formalize, instantiate, and integrate them within the context of an agent-based modeling system. The research team developed an experimental platform to evaluate the conditions under which alternative theories and groups of theories applied. The end result was a proof of concept developed from the ground up of social knowledge that could be used as an informative guide for policy analysis. This book describes in detail the process of designing and implementing a pilot system that helped DARPA assess the feasibility of a computational social science project on a large scale.