Studiehåndbok 2010/2011

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LOG741 Metaheuristic Optimization Methods

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Emnekode
LOG741

Emnenavn
Metaheuristic Optimization Methods

Studiepoeng
7,50

Forkunnskaper

Equivalent to requirements for acceptance to the Master`s degree programme. Some undergraduate knowledge of algorithms or operations research is recommended. Some programming skills are also recommended, but not necessary.

Undervisningssemester
Spring

Undervisningssted
Molde

Språk undervisning
English

Språk oppg./eksamen
English

Språk litteratur
English

Undervisning/undervisningsform
2 hours of lectures per week + exercises.

Arbeidskrav
There will be mandatory assignments.

Vurderingsform
Oral examination.

Karaktertype
Letter (A - F)

Læringsutbytte

The course offers a review of and introduction to modern meta-heuristic methods suitable for solving real-world optimization tasks in logistics. The course is especially suitable for students that plan to focus their thesis on planning problems in manufacturing or distribution.

Innhold

The course will include the following topics:

  • Combinatorial optimization
  • Local searches
  • Local search based metaheuristics
  • Population based metaheuristics
  • Selection of methods to solve complex problems in a timely fashion

Practical examples will be used to illustrate the topics.

Litteratur

Reeves, Colin. Modern Heuristic Techniques for Combinatorial Optimization Problems.