Abstract Recursion and Intrinsic Complexity

Erscheinungsjahr 2018
ISBN: 978-1-108-41558-3
Verlag: Cambridge University Press

Buch, Englisch, Band 48, 283 Seiten, Format (B × H): 157 mm x 238 mm, Gewicht: 454 g

Reihe: Lecture Notes in Logic

This book presents and applies a framework for studying the complexity of algorithms. It is aimed at logicians, computer scientists, mathematicians and philosophers interested in the theory of computation and its foundations, and it is written at a level suitable for non-specialists. Part I provides an accessible introduction to abstract recursion theory and its connection with computability and complexity. This part is suitable for use as a textbook for an advanced undergraduate or graduate course: all the necessary elementary facts from logic, recursion theory, arithmetic and algebra are included. Part II develops and applies an extension of the homomorphism method due jointly to the author and Lou van den Dries for deriving lower complexity bounds for problems in number theory and algebra which (provably or plausibly) restrict all elementary algorithms from specified primitives. The book includes over 250 problems, from simple checks of the reader's understanding, to current open problems.

Autoren/Hrsg.

Moschovakis, Yiannis N

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Algorithmen & Datenstrukturen
• Mathematik | Informatik Mathematik Mathematik Allgemein Mathematische Logik
• Mathematik | Informatik EDV | Informatik Informatik Mathematik für Informatiker

Inhaltsverzeichnis

Introduction; 1. Preliminaries; Part I. Abstract (First Order) Recursion: 2. Recursive (McCarthy) programs; 3. Complexity theory for recursive programs; Part II. Intrinsic Complexity: 4. The homomorphism method; 5. Lower bounds from Presburger primitives; 6. Lower bounds from division with remainder; 7. Lower bounds from division and multiplication; 8. Non-uniform complexity in N; 9. Polynomial nullity (0-testing); References; Symbol index; General index.

Über Autor(innen)

Moschovakis, Yiannis N
Yiannis N. Moschovakis is Professor Emeritus and Distinguished Research Professor of Mathematics at the University of California, Los Angeles, and Professor Emeritus at the University of Athens. Among his many professional commendations he is a Fellow of the AMS and a corresponding member of the Academy of Athens. He has received Guggenheim and Sloan Fellowships and has been an invited speaker at the International Congress of Mathematicians. Professor Moschovakis has worked primarily in the theory of recursion, descriptive set theory and the foundations of the theory of algorithms and computation.