Omfattning: 6
Tidtabel: 05.08.2019 - 23.08.2019
Ansvarslärare (är i kraft 01.08.2018-31.07.2020):
Kalyanmoy Deb
Undervisningsperiod (är i kraft 01.08.2018-31.07.2020):
2019-2020 V period-summe period, intensive course
Lärandemål (är i kraft 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.
Innehåll (är i kraft 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.
Metoder, arbetssätt och bedömningsgrunder (är i kraft 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.
Arbetsmängd (är i kraft 01.08.2018-31.07.2020):
Lectures
Assignments
Exam
Spring 2020 re-take exam replaced by independent project.
Studiematerial (är i kraft 01.08.2018-31.07.2020):
Informed in MyCourses
Kursens webbplats (är i kraft 01.08.2018-31.07.2020):
https://mycourses.aalto.fi/course/search.php?search=30E00150
Förkunskaper (är i kraft 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.
Bedömningsskala (är i kraft 01.08.2018-31.07.2020):
0-5
Spring 2020 pass/fail
Anmälning (är i kraft 01.08.2018-31.07.2020):
Via WebOodi