Study Programme conducted in English at Molde University College 2010/2011

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LOG741 Metaheuristic Optimization Methods

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Course Code
LOG741

Course Name
Metaheuristic Optimization Methods

Credits
7.50

Prerequisites

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

Semester
Spring

Location
Molde

Language Instruction
English

Language Assignments and Evaluation
English

Instruction
2 hours of lectures per week + exercises.

Mandatory Assignments
There will be mandatory assignments.

Evaluation
Oral examination

Grades
Letter (A - F)

Learning outcome

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.

Content

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

Literature

Reeves, Colin. Modern Heuristic Techniques for Combinatorial Optimization Problem
Lecture foils and relevant articles will be distributed by the lecturer