Weak solutions to a fractional Fokker–Planck equation via splitting and Wasserstein gradient flow. (April 2015)

• Record Type: Journal Article
• Authors: Bowles, Malcolm; Agueh, Martial
• Is Part Of: Applied mathematics letters. Volume 42(2015:Apr.)
• Page Start: 30
• Page End: 35
• Publication Date: 2015-04
• Subjects: Fractional Laplacian -- Splitting -- Wasserstein gradient flow; Applied mathematics -- Periodicals; 519.05
• DOI: 10.1016/j.aml.2014.10.008
• Languages: English
• ISSNs: 0893-9659

Abstract

Abstract: We study a linear fractional Fokker–Planck equation that models non-local diffusion in the presence of a potential field. The non-locality is due to the appearance of the 'fractional Laplacian' in the corresponding PDE, in place of the classical Laplacian which distinguishes the case of regular diffusion. We prove existence of weak solutions by combining a splitting technique together with a Wasserstein gradient flow formulation. An explicit iterative construction is given, which we prove weakly converges to a weak solution of this PDE.