Optimization (3cr)
Code
General information
- Enrollment
- 04.08.2025 - 21.08.2025
- Registration for the implementation has ended.
- Timing
- 25.08.2025 - 16.11.2025
- Implementation is running.
- Number of ECTS credits allocated
- 3 cr
- Local portion
- 3 cr
- Mode of delivery
- Face-to-face
- Unit
- School of Technology
- Campus
- Main Campus
- Teaching languages
- Finnish
- Seats
- 20 - 50
- Degree programmes
- Bachelor's Degree Programme in Logistics
- Teachers
- Kalle Niemi
- Scheduling groups
- TLS23SA (Capacity: 30 . Open UAS : 0.)
- TLS23SB (Capacity: 30 . Open UAS : 0.)
- Groups
- 
                        TLS23SALogistiikka - tutkinto-ohjelma (AMK)
- 
                        TLS23SBLogistiikka - tutkinto-ohjelma (AMK)
- 
                        TLS23S1Logistiikka - tutkinto-ohjelma (AMK)
- Small groups
- TLS23SA
- TLS23SB
- Course
- TZLM5300
Realization has 27 reservations. Total duration of reservations is 42 h 30 min.
| Time | Topic | Location | 
|---|---|---|
| Tue 26.08.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Tue 26.08.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Thu 28.08.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Fri 29.08.2025  time 11:30 - 13:00 (1 h 30 min) | Optimointi TZLM5300-3017 | R35B116
                                    IT-tila | 
| Tue 02.09.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Tue 02.09.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Thu 04.09.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Thu 04.09.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Tue 09.09.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Tue 09.09.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Thu 11.09.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Thu 11.09.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Tue 16.09.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Tue 16.09.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Thu 18.09.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Thu 18.09.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Tue 23.09.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Tue 23.09.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Thu 25.09.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Thu 25.09.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Tue 30.09.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Tue 30.09.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F133
                                    IT-laboratorio | 
| Thu 02.10.2025  time 09:00 - 10:30 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Thu 02.10.2025  time 13:15 - 14:45 (1 h 30 min) | Optimointi TZLM5300-3017 | R35F204
                                    IT-tila | 
| Fri 24.10.2025  time 08:30 - 10:30 (2 h 0 min) | Optimointi TZLM5300-3017 /Koe | R35BP06
                                    IT-tila | 
| Wed 29.10.2025  time 08:30 - 10:30 (2 h 0 min) | Optimointi TZLM5300-3017 Uusintakoe | R35B115
                                    IT-tila | 
| Wed 12.11.2025  time 08:00 - 10:30 (2 h 30 min) | Optimization TZLM5300-3016, Optimointi TZLM5300-3017/ Uusintakoe | R35F204
                                    IT-tila | 
Evaluation scale
0-5
                    
Objective
Purpose of the course
After the course you will understand how engineers use mathematical models and tools to find the best, fastest or most economical way to achieve the desired operative goals.
Learning objectives
You know basic principles and methods of optimization and networks. You can construct an optimization or network model of a work-related problem and solve it by using a computer.
                    
Content
Principles and methods of linear and nonlinear optimization
Fundamental graph theory and network optimization algorithms
Applications in operative decision making
Using Excel
                    
Materials
Taylor, B. W. (2018) Introduction to Management Science. Pearson
Other material accessible in Moodle
                    
Teaching methods
The contact lessons are in a computer class and involve use of computers. The theory should be independently acquired before class exercises. The learning is accomplished by assignments where theory is put into practice.
                    
Exam schedules
Exam in Week 41 
Resits in Weeks 43 and 46
                    
Completion alternatives
The admission procedures are described in the degree rule and the study guide.
                    
Student workload
Contact lessons about 25 hours
Independent study about 25 hours
Learning tasks about 30 hours
                    
Assessment criteria, satisfactory (1)
Sufficient 1
You have achieved the desired goals. You know a few of the concepts and methods and how to apply them in familiar situations but your reasoning is often deficient and you make mistakes in calculations.
Satisfactory 2
You have achieved the desired goals. You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.
                    
Assessment criteria, good (3)
Good 3
You have achieved the desired goals. You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly
Very good 4
You have achieved the desired goals. You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.
                    
Assessment criteria, excellent (5)
Excellent 5
You have achieved the desired goals. You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.
                    
Qualifications
You can find the extreme values of a function by differentiation. You know the normal distribution.
                    
Further information
The assessment is based on learning tasks and exams.
An equivalent course in English TZLM5300-3016 Optimization.
                    
