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Deconstructing Complex Biological Models in System Design Space
GGAM Colloquium| Speaker: | Michael A. Savageau, UC Davis Biomedical Engineering |
| Location: | 1147 MSB |
| Start time: | Fri, Nov 16 2012, 4:10PM |
Description
Achieving predictive understanding of complex nonlinear systems, such as
those manifested at various levels of biological organization,
represents an enormous challenge.The task could be facilitated if such a
system could be generically decomposed into a series of tractable
subsystems and the results of their analysis reassembled to provide
insight into the original system.I will describe an approach in which
the subsystems are integrated into a system design space that allows
qualitatively distinct phenotypes of the complex system to be rigorously
defined and counted, their relative fitness to be analyzed and compared,
their global tolerance to be measured, and their biological design
principles to be identified. I will illustrate the approach in the
context of the ‘genotype-phenotype’ question for a couple of simple
well-studied systems. Although this effort has been the focus of recent
biological work in my lab, I believe that this methodology has
application beyond biology. I will conclude by discussing the extent to
which this approach might be generalized to other classes of nonlinear
models and touching on a number of mathematical issues that need to be
further explored and extended.
Friday, November 16, 2012
Mathematical Sciences Building, Room 1147
4:10-5:00p (Seminar)
5:00-7:00p (Beer & Wine Reception)
