19315401
Lecture
WiSe 21/22: Computational Complexity Theory
Wolfgang Mulzer
Additional information / Pre-requisites
Target Audience
M.S.-sutdents in Competer Science, Mathematics or similar courses of study. Afterwards, you can obtain a topic for a Master thesis.
Recommended Background
Basic knowledge in Mathematics and Theoretical Computer Science: discrete Mathemtics, discrete probability theory, linear algebra, simple algebra and number theory, theory of algorithms, NP-completeness theory. More concretely: Contents of Mathematics for Computer Science, Theory of Computation, Algorithms and Data Structures, Advanced Algorithms
closeComments
Attention: The first class takes place on Tuesday, 02.11.2021.
Contents
- Complexity classes: P, NP, coNP, PH, L, SL, NL, coNL, PSPACE, NPSPACE, BPP, PP, ZPP, RP, #P, PARITY P, IP, AM, MA, EXP, NEXP, P/Poly, NC, ACC, BQP, PCP, MIP, etc. + oracles
- Theorems: Cook-Levin, Time- and Space-hierarchy, Ladner, Mahaney, Savitch, Immerman-Szelepcsényi, Karp-Lipton, Adleman, Sipser-Gács, Valiant-Vazirani, Baker-Gill-Solovay, Goldreich-Levin, PCP, parallel repetition, Goldwasser-Sipser, Nisan-Wigderson, Razborov-Smolensky, Razborov-Rudich, sum-check protocol, Håstad's switching lemma, expander mixin lemma, leftover hashing lemma, etc.
- Concepts: time, space, nondeterminism, advice, interaction, diagonalization, alternation, relativization, algebrization, naturalization, pseudo-randomness, error-correction, expander-graphs, discrete Fourier-analysis, etc.
Website
http://www.inf.fu-berlin.de/lehre/SS16/CCT/
closeSuggested reading
- S. Arora und B. Barak. Computational Complexity: A Modern Approach. Cambridge University Press, 2009.
- O. Goldreich. Computational Complexity: A Conceptual Perspective. Cambridge University Press, 2008.
- C. Papadimitriou. Computational Complexity. Addison Wesley, 1994.
- M. Sipser. Introduction to the Theory of Computation. Thomson Press, 2005.
- I. Wegener. Komplexitätstheorie: Grenzen der Effizienz von Algorithmen. Springer Verlag, 2003.
28 Class schedule
Additional appointments
Wed, 2022-04-06 10:00 - 12:00Mundliche Prüfung Komplexitätstheorie
Regular appointments
Tue, 2021-11-02 10:00 - 12:00
Komplexitätstheorie
Tue, 2021-11-09 10:00 - 12:00
Komplexitätstheorie
Tue, 2021-11-16 10:00 - 12:00
Komplexitätstheorie
Tue, 2021-11-23 10:00 - 12:00
Komplexitätstheorie
Tue, 2021-11-30 10:00 - 12:00
Komplexitätstheorie
Tue, 2021-12-07 10:00 - 12:00
Komplexitätstheorie
Tue, 2021-12-14 10:00 - 12:00
Komplexitätstheorie
Tue, 2022-01-04 10:00 - 12:00
Komplexitätstheorie
Tue, 2022-01-11 10:00 - 12:00
Komplexitätstheorie
Tue, 2022-01-18 10:00 - 12:00
Komplexitätstheorie
Tue, 2022-01-25 10:00 - 12:00
Komplexitätstheorie
Tue, 2022-02-01 10:00 - 12:00
Komplexitätstheorie
Tue, 2022-02-08 10:00 - 12:00
Komplexitätstheorie
Tue, 2022-02-15 10:00 - 12:00
Komplexitätstheorie
Thu, 2021-11-04 10:00 - 12:00
Komplexitätstheorie
Thu, 2021-11-11 10:00 - 12:00
Komplexitätstheorie
Thu, 2021-11-18 10:00 - 12:00
Komplexitätstheorie
Thu, 2021-11-25 10:00 - 12:00
Komplexitätstheorie
Thu, 2021-12-02 10:00 - 12:00
Komplexitätstheorie
Thu, 2021-12-09 10:00 - 12:00
Komplexitätstheorie
Thu, 2021-12-16 10:00 - 12:00
Komplexitätstheorie
Thu, 2022-01-06 10:00 - 12:00
Komplexitätstheorie
Thu, 2022-01-13 10:00 - 12:00
Komplexitätstheorie
Thu, 2022-01-20 10:00 - 12:00
Komplexitätstheorie
Thu, 2022-01-27 10:00 - 12:00
Komplexitätstheorie
Thu, 2022-02-03 10:00 - 12:00
Komplexitätstheorie
Thu, 2022-02-10 10:00 - 12:00
Komplexitätstheorie
Thu, 2022-02-17 10:00 - 12:00
Komplexitätstheorie
Contents
Complexity classes: P, NP, coNP, PH, L, SL, NL, coNL, PSPACE, NPSPACE, BPP, ... read more