Title
Towards Computational Complexity Theory On Advanced Function Spaces In Analysis
Abstract
Pour-El and Richards [PER89], Weihrauch [Weih00], and others have extended Recursive Analysis from real numbers and continuous functions to rather general topological spaces. This has enabled and spurred a series of rigorous investigations on the computability of partial differential equations in appropriate advanced spaces of functions. In order to quantitatively refine such qualitative results with respect to computational efficiency we devise, explore, and compare natural encodings (representations) of compact metric spaces: both as infinite binary sequences (TTE) and more generally as families of Boolean functions via oracle access as introduced by Kawamura and Cook ([ KaCo10], Sect. 3.4). Our guide is relativization: Permitting arbitrary oracles on continuous universes reduces computability to topology and computational complexity to metric entropy in the sense of Kolmogorov. This yields a criterion and generic construction of optimal representations in particular of (subsets of) L-p and Sobolev spaces that solutions of partial differential equations naturally live in.
Year
DOI
Venue
2016
10.1007/978-3-319-40189-8_15
PURSUIT OF THE UNIVERSAL
Field
DocType
Volume
Discrete mathematics,Continuous function,Asymptotic computational complexity,Function space,Topological space,Computer science,Sobolev space,Computability,Metric space,Real number
Conference
9709
ISSN
Citations 
PageRank 
0302-9743
1
0.40
References 
Authors
18
3
Name
Order
Citations
PageRank
Akitoshi Kawamura110215.84
Florian Steinberg210.40
Martin Ziegler3255.86