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Course, academic year 2016/2017
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Optimization methods - NOPT048
Czech title: Optimalizační metody
Guaranteed by: Department of Applied Mathematics (32-KAM)
Faculty: Faculty of Mathematics and Physics
Actual: from 2016
Semester: summer
E-Credits: 6
Hours per week, examination: summer s.:2/2 C+Ex [hours/week]
Capacity: unlimited
Min. number of students: unlimited
State of the course: taught
Language: Czech, English
Teaching methods: full-time
Guarantor: prof. RNDr. Martin Loebl, CSc.
Class: Informatika Bc.
Classification: Informatics > Optimalization
Annotation -
Last update: LOEBL/MFF.CUNI.CZ (09.11.2010)

An introduction to mainly discrete optimisation is given. The lecture is centered around the theory of linear programming.
Aim of the course - Czech
Last update: LOEBL/MFF.CUNI.CZ (09.11.2010)

Cílem přednášky je, aby se studenti seznámili se základními metodami diskrétní optimalizace a naučili se v optimalizaci orientovat tak, aby byli schopni sami rozpoznat nové trendy.

Literature -
Last update: doc. Mgr. Milan Hladík, Ph.D. (22.11.2012)

A. Schrijver, Theory of linear and integer programming, John Wiley, 1986

W.J.Cook, W.H. Cunningham W.R.Pulleyblank, A. Schrijver, Combinatorial Optimization, John Wiley, 1997

J. Matoušek, B. Gärtner, Understanding and using linear programming, Springer, 2006.

J. Matoušek Introduction to Discrete Geometry. ITI Series 2003-150, MFF UK, 2003

Syllabus -
Last update: LOEBL/MFF.CUNI.CZ (09.11.2010)

Linear and integer programming problem, examples

Combinatorial geometry, polytopes and their minimal description, Minkowski-Weyl's theorem

Duality of linear programming, Farkas' lemma

Simplex method, pivoting rules

Polynomial algorithms for linear programming (overview)

Unimodularity, König's lemma, network flows

Weighted matchings in general graphs, Edmonds' algorithm

Matching polytope

Integer programming

Approximation algorithms

Matroids

 
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