Publication Date
2010
Document Type
Dissertation
Committee Members
Misty Blue (Committee Member), Frank W. Ciarallo (Advisor), Thomas C. Hartrum (Committee Member), Raymond R. Hill (Committee Co-chair), Yan Liu (Committee Member), Ed Pohl (Committee Member)
Degree Name
Doctor of Philosophy (PhD)
Abstract
This research advances ABM as a generic analysis tool such that ABM can reach its full potential as a revolution in modeling and simulation. To achieve this goal, the field of ABM is examined from many perspectives. The first perspectives examined are complex systems, the historical emergence of ABM, and philosophical issues related to ABM. These topics establish some clear foundations for the field across multiple disciplines. Next the current practice of ABM is investigated. Through a comprehensive 279 article survey some current deficiencies and opportunities in ABM are identified. Based on these opportunities, a new diagramming technique called the Conceptual Model for Simulation (CM4S) Diagram is developed. Fundamentally, the CM4S Diagram represents the first diagramming technique designed specifically for the effective representation, construction, and sanctioning of ABM computer simulations based on identified needs in the ABM modeling field and simulation modeling philosophy. Finally, the effectiveness of the CM4S Diagram is evaluated through the development of social science, military, and supply chain ABM simulations.
Page Count
300
Department or Program
Ph.D. in Engineering
Year Degree Awarded
2010
Copyright
Copyright 2010, all rights reserved. This open access ETD is published by Wright State University and OhioLINK.
