Laajuus: 6

Aikataulu: 28.05.2018 - 18.06.2018

Vastuuopettaja (voimassa 01.08.2018-31.07.2020): 

Kalyanmoy Deb

Opetusperiodi (voimassa 01.08.2018-31.07.2020): 

2019-2020 V period-summe period, intensive course

Osaamistavoitteet (voimassa 01.08.2018-31.07.2020): 

The aim is to get acquainted with different types of nonlinear optimization problems and optimization methodologies including optimality conditions, some well-known nonlinear programming methods. A major emphasis will be given in introducing evolutionary optimization methodologies and their scope in solving practical optimization problems. Issues such as constrained handling, multi-objective optimization and decision-making, customization procedures, hybrid methodologies, uncertainty-based optimization, multi-level optimization, and large-scale optimization will be covered. A number of cases studies from indus-tries will be discussed.

Sisältö (voimassa 01.08.2018-31.07.2020): 

Part A: Optimization Fundamentals: Scope of optimization in economics, sci-ence and engineering, optimization basics, Structured optimization, such as integer programming and linear and quadratic programming.
Part B: Evolutionary Optimization: Fundamentals, constrained handling, cus-tomization methodologies, multi-objective optimization and decision-making, uncertainty handling leading to robust and reliability-based optimization, bilevel optimization.

Toteutus, työmuodot ja arvosteluperusteet (voimassa 01.08.2018-31.07.2020): 

Assigments and final exam, see more detailes in the course syllabus on MyCourses

Spring 2020 re-take exam replaced by independent project.

Työmäärä toteutustavoittain (voimassa 01.08.2018-31.07.2020): 

Lectures
Assignments
Exam

Spring 2020 re-take exam replaced by independent project.

Oppimateriaali (voimassa 01.08.2018-31.07.2020): 

Informed in MyCourses

Kurssin kotisivu (voimassa 01.08.2018-31.07.2020): 

https://mycourses.aalto.fi/course/search.php?search=30E00150

Esitiedot (voimassa 01.08.2018-31.07.2020): 

No major prequisites. An exposure to the use of MATLAB software and derivatives of polynomials will be provided in the class.

Arvosteluasteikko (voimassa 01.08.2018-31.07.2020): 

0-5

Spring 2020 pass/fail

Ilmoittautuminen (voimassa 01.08.2018-31.07.2020): 

Via WebOodi

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