| Title: | Discrete optimization with fuzzy constraints |
|---|
| Authors: | ID Jelušič, Primož (Author)
ID Žlender, Bojan (Author) |
|---|
| Files: |  Symmetry_2017_Jelusic,_Zlender_Discrete_Optimization_with_Fuzzy_Constraints.pdf (1,10 MB)
MD5: 511317B058CE038BC1AE27E6B9696741
PID: 20.500.12556/dkum/24791cea-a24a-4622-a6ba-04c751959488
 http://www.mdpi.com/2073-8994/9/6/87
|
|---|
| Language: | English |
|---|
| Work type: | Scientific work |
|---|
| Typology: | 1.01 - Original Scientific Article |
|---|
| Organization: | FGPA - Faculty of Civil Engineering, Transportation Engineering and Architecture
|
|---|
| Abstract: | The primary benefit of fuzzy systems theory is to approximate system behavior where analytic functions or numerical relations do not exist. In this paper, heuristic fuzzy rules were used with the intention of improving the performance of optimization models, introducing experiential rules acquired from experts and utilizing recommendations. The aim of this paper was to define soft constraints using an adaptive network-based fuzzy inference system (ANFIS). This newly-developed soft constraint was applied to discrete optimization for obtaining optimal solutions. Even though the computational model is based on advanced computational technologies including fuzzy logic, neural networks and discrete optimization, it can be used to solve real-world problems of great interest for design engineers. The proposed computational model was used to find the minimum weight solutions for simply-supported laterally-restrained beams. |
|---|
| Keywords: | uncertainty, discrete optimization, neuro-fuzzy technique, structural optimization |
|---|
| Publication status: | Published |
|---|
| Publication version: | Version of Record |
|---|
| Year of publishing: | 2017 |
|---|
| Number of pages: | str. 1-22 |
|---|
| Numbering: | Letn. 9, št. 6 |
|---|
| PID: | 20.500.12556/DKUM-67285  |
|---|
| ISSN: | 2073-8994 |
|---|
| UDC: | 624.04:004.8 |
|---|
| ISSN on article: | 2073-8994 |
|---|
| COBISS.SI-ID: | 20691222 |
|---|
| DOI: | 10.3390/sym9060087 |
|---|
| NUK URN: | URN:SI:UM:DK:VBSRPSS8 |
|---|
| Publication date in DKUM: | 09.08.2017 |
|---|
| Views: | 1668 |
|---|
| Downloads: | 420 |
|---|
| Metadata: |    |
|---|
| Categories: | Misc.
|
|---|
|
:
|
Copy citation |
|---|
| | | | Average score: | (0 votes) |
|---|
| Your score: | Voting is allowed only for logged in users. |
|---|
| Share: |  |
|---|
Hover the mouse pointer over a document title to show the abstract or click
on the title to get all document metadata. |
