Software Technology Transition Model Dynamical System Model
نویسنده
چکیده
This paper considers an information theoretic and dynamical systems technology transfer model. The model enables decision-makers to “engineer” resource and risk programmatic issues. Analysis with the model enables prediction and prescriptive action for a research or program manager. The model deals with entropy as defined in information theory. The TechTx Basic Entropy model addresses macro level trends of a technology at the community level. The dynamical systems TechTx Entropy Feedback model, is based on non-linear control theory. The paper develops the state quantities to develop state functions for analysis of an evolutionary technology process. This summary paper focuses on the elements required to model the technology transfer process. Specifically, this paper develops the fundamentals for a rigorous software technology transfer model as required by the TechTx Entropy Feedback model. The relationship of entropy (SH) as defined for information by Shannon, and the eigenvalue (λ), the norm of a dynamical system is explored. The Lyapunov number is a natural measure developed from the eigenvalue of a dynamical system, e.g. related to entropy. The significance of the eigenvalue for a communications software technology transfer model is discussed. The model shows that the TechTx Basic Entropy and TechTx Entropy Feedback models converge at the same rate. Empirical data with tens of thousands of data points provides a tight confidence interval and demonstrate that the messages conform to a Boltzmann distribution. The paper describes a method to measure the temperature of an evolutionary information theoretic process. This temperature is measured in degrees (Saboe) based in information units. The result is a rich set of analytical tools previously unavailable to be used for policy and programmatic issues to reduce risk, increase efficiency and accelerate maturation of a desired technology. Software Technology Transition Model Dynamical System Model.......................................1 Abstract..................................................................1
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