| TMKT32 |
Design optimisation, 7,5 ECTS credits.
/Konstruktionsoptimering/
For:
M
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Prel. scheduled
hours: 66
Rec. self-study hours: 134
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Area of Education: Technology
Subject area: Mechanical Engineering
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Advancement level
(A-D): D
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Aim:
The course aims at integrating traditional design methodologies with concepts and techniques of modern optimisation theory and practice. In the course the student will learn to create an appropriate mathematical description (a simulation model) of the design problem, to formulate the optimisation problem and finally to use numerical optimisation techniques and computer support tools in order to solve the problem. The course has an emphasis on system design where �?odesign" is defined in a broad context, and therefore students from diverse disciplines are welcome to attend the course.
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Prerequisites: (valid for students admitted to programmes within which the course is offered)
Introductory courses in mathematics, mechanics, solid mechanics and mechanical engineering design.
Note: Admission requirements for non-programme students usually also include admission requirements for the programme and threshhold requirements for progression within the programme, or corresponding.
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Organisation:
Lectures, seminars, computer exercises and project work where the methods and techniques thought in the course are applied to a real design task.
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Course contents:
Introduction
Optimisation and evolutionary design. How can optimisation support the design process?
Optimisation methods
Genetic algorithms, the Complex method, response surfaces methods.
Formulation of the objective function
What is optimal? Aggregating multiple objectives and multi-objective optimisation.
Constraint handling
Constraints versus objectives and different penalty methods.
Post optimal analysis
Assessing the final solution �?" have we really found the optima? Sensitivity analysis in order to asses the system robustness
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Course literature:
Scientific articles, compendium.
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Examination: |
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Written examination Design task |
4 p 1 p
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Course language is Swedish/English.
Department offering the course: IKP.
Director of Studies:
Examiner: Johan Andersson
Link to the course homepage at the department
Course Syllabus in Swedish
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