The Implicit Computational Complexity of Imperative Programming
Languages
Lars Kristiansen November 2001 |
Abstract:
During the last decade Cook, Bellantoni, Leivant and others
have developed the theory of implicit computational complexity, i.e. the
theory of predicative recursion, tiered definition schemes, etcetera. We
extend and modify this theory to work in a context of imperative programming
languages, and characterise complexity classes like P, LINSPACE,
PSPACE and the classes in the Grzegorczyk hiearchy. Our theoretical
framework seems promising with respect to applications in
engineering.
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