Title page for ETD etd-01272012-164845

Type of Document Dissertation
Author Keller, George Burleigh
Author's Email Address gbkeller@vt.edu
URN etd-01272012-164845
Title Modeling and Measuring Affordability as Fitness
Degree PhD
Department Industrial and Systems Engineering
Advisory Committee
Advisor Name Title
Triantis, Konstantinos P. Committee Chair
Drew, Katherine F. Committee Member
Kleiner, Brian M. Committee Member
Moran, David D. Committee Member
Rahmandad, Hazhir Committee Member
  • coadaptation
  • coevolution
  • path dependence
  • lock-in
  • data envelopment analysis
  • affordability
  • fitness
  • systems engineering
  • fitness landscapes
  • fitness functions
Date of Defense 2012-01-27
Availability unrestricted
Affordability of products and services is an economic benefit that should accrue to consumers, whether they are corporations, government agencies or individuals. This concept of affordability goes beyond conventional wisdom that considers affordability as the ability to pay the price of a product or service. This dissertation defines and explores a broader concept of affordability – one of fitness to perform at the level of quality required by the consumer, to perform at that level whenever the product or service is used, and to do so with minimum consumption of resources. This concept of affordability is applied to technological systems by using the complexity sciences concept of fitness as the metaphor for technological systems’ fitness. During a system design evolution, the specific design outcome is determined by that set of design search paths followed – it is path dependent. Dynamic mechanisms create, dictate and maintain path dependence. Initial conditions define the start and direction of a path. During subsequent design steps, positive feedback influences the designer to continue on that path. This dissertation describes underlying mechanisms that create, dictate and maintain path dependence; discusses the effects of path dependence on system design and system affordability; models these effects using system dynamics modeling; and suggests actions to address its effects. This dissertation also addresses several types of fitness landscapes, and suggests that the Data Envelopment Analysis (DEA) solution space is a form of fitness landscape suitable for evaluating the efficiency, and thus the fitness, of research and development (R&D) projects. It describes the use of DEA to evaluate and select Department of Defense (D0D) R&D projects as a new application of DEA.
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