A Mass Minimizing Flow for Real-Valued Flat Chains with Applications to Transport Networks

Date
2017-04-21
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Abstract

An oriented transportation network can be modeled by a 1-dimensional chain whose boundary is the difference between the demand and supply distributions, represented by weighted sums of point masses. To accommodate efficiencies of scale into the model, one uses a suitable Mα norm for transportation cost. One then finds that the minimal cost network has a branching structure since the norm favors higher multiplicity edges, representing shared transport. In this thesis, we construct a continuous flow that evolves some initial such network to reduce transport cost without altering its supply and demand distributions. Instead of limiting our scope to transport networks, we construct this M^α mass reducing flow for real-valued flat chains by finding a real current of locally finite mass with the property that its restrictions are flat chains; the slices of such a restriction dictate the flow. Keeping the boundary fixed, this flow reduces the M^α mass of the initial chain and is Lipschitz continuous under the flat-α norm. To complete the thesis, we apply this flow to transportation networks, showing that the flow indeed evolves branching transport networks to be more cost efficient.

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Degree
Doctor of Philosophy
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Thesis
Keywords
Geometric Measure Theory, Geometric Flows, Optimal Transport Theory
Citation

Downes, Carol Ann. "A Mass Minimizing Flow for Real-Valued Flat Chains with Applications to Transport Networks." (2017) Diss., Rice University. https://hdl.handle.net/1911/96173.

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