Type of Document Dissertation Author Moeller, Todd Keith Author's Email Address moeller@math.gatech.edu URN etd-07152005-144331 Title Conley-Morse Chain Maps Degree Doctor of Philosophy Department Mathematics Advisory Committee
Advisor Name Title Konstantin Mischaikow Committee Chair Greg Turk Committee Member Guillermo Goldsztein Committee Member Margaret Symington Committee Member William Green Committee Member Keywords
- Conley index
- Morse theorey
- data analysis
Date of Defense 2005-07-14 Availability unrestricted Abstract We introduce a new class of Conley-Morse chain maps for the purpose of comparing the qualitative structure of flows across multiple scales.
Conley index theory generalizes classical Morse theory as a tool for studying the dynamics of flows. The qualitative structure of a flow, given a Morse decomposition, can be stored algebraically as a set of homology groups (Conley indices) and a boundary map between the indices (a connection matrix). We show that as long as the qualitative structures of two flows agree on some, perhaps coarse, level we can construct a chain map between the corresponding chain complexes that preserves the relations between the (coarsened) Morse sets. We present elementary examples to motivate applications to data analysis.
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