George Tourlakis

Computability (eBook, PDF)

• Format: PDF

Produktbeschreibung

This survey of computability theory offers the techniques and tools that computer scientists (as well as mathematicians and philosophers studying the mathematical foundations of computing) need to mathematically analyze computational processes and investigate the theoretical limitations of computing. Beginning with an introduction to the mathematisation of "mechanical process" using URM programs, this textbook explains basic theory such as primitive recursive functions and predicates and sequence-coding, partial recursive functions and predicates, and loop programs.

Features:

• Extensive and mathematically complete coverage of the limitations of logic, including Gödel's incompleteness theorems (first and second), Rosser's version of the first incompleteness theorem, and Tarski's non expressibility of "truth"
• Inability of computability to detect formal theorems effectively, using Church's proof of the unsolvability of Hilbert's Entscheidungsproblem
• Arithmetisation-free proof of the pillars of computability: Kleene's s-m-n, universal function and normal form theorems - using "Church's thesis" and a simulation of the URM ("register machine") by a simultaneous recursion. These three pivotal results lead to the deeper results of the theory
• Extensive coverage of the advanced topic of computation with "oracles" including an exposition of the search computability theory of Moschovakis, the first recursion theorem, Turing reducibility and Turing degrees and an application of the Sacks priority method of "preserving agreements", and the arithmetical hierarchy including Post's theorem
• Cobham's mathematical characterisation of the concept deterministic polynomial time computable function is fully proved
• A complete proof of Blum's speed-up theorem

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 637
• Erscheinungstermin: 2. August 2022
• Englisch
• ISBN-13: 9783030832025
• Artikelnr.: 64715613

Autorenporträt

George Tourlakis, PHD, is University Professor of Computer Science and Engineering at York University in Toronto, Canada. He has published extensively in his areas of research interest, which include calculational logic, modal logic, computability, and complexity theory. Dr. Tourlakis is the author of Theory of Computation and Mathematical Logic, both published by Wiley, and Lectures in Logic and Set Theory; Volumes 1 and 2 (Cambridge University Press).

Inhaltsangabe

Mathematical Background; a Review.- A Theory of Computability.- Primitive Recursive Functions.- Loop Programs.-The Ackermann Function.- (Un)Computability via Church's Thesis.- Semi-Recursiveness.- Yet another number-theoretic characterisation of P.- Godel's Incompleteness Theorem via the Halting Problem.- The Recursion Theorem.- A Universal (non-PR) Function for PR.- Enumerations of Recursive and Semi-Recursive Sets.- Creative and Productive Sets Completeness.- Relativised Computability.- POSSIBILITY: Complexity of P Functions.- Complexity of PR Functions.- Turing Machines and NP-Completeness.

Rezensionen

"This textbook is suited for self-study ... . As a second reading however a reader interested in rigorous proofs and/or different approaches to known concepts will benefit from this wealth of material." (Dieter Riebesehl, zbMATH 1507.03002, 2023)