A New Hybrid Optimization Method Using Design Of Experiment Together With Artificial Neural Genetic Algorithm
In the engineering design process, it is a necessity to reduce the engineering design cycle time to meet the global market demand and also the customers need. Among the steps in the engineering design process, optimization process always consumed a lot of time and resources. This is because the opt...
| Main Author: | |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2011
|
| Subjects: | |
| Online Access: | http://eprints.usm.my/43436/ http://eprints.usm.my/43436/1/NOR%20ZAIAZMIN%20BIN%20YAHAYA.pdf |
| _version_ | 1848879812472471552 |
|---|---|
| author | Yahaya, Nor Zaiazmin |
| author_facet | Yahaya, Nor Zaiazmin |
| author_sort | Yahaya, Nor Zaiazmin |
| building | USM Institutional Repository |
| collection | Online Access |
| description | In the engineering design process, it is a necessity to reduce the engineering design cycle time to meet the global market demand and also the customers need.
Among the steps in the engineering design process, optimization process always consumed a lot of time and resources. This is because the optimization process
involved a lot of parameters and infinite solutions that required a lot of experimental runs. A new a new hybrid optimization has been developed in this research that
should be able to yield higher prediction accuracy for the optimal solution and at the same time requires only a minimum number of experimental runs without compromising the prediction accuracy. |
| first_indexed | 2025-11-15T17:53:11Z |
| format | Thesis |
| id | usm-43436 |
| institution | Universiti Sains Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T17:53:11Z |
| publishDate | 2011 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | usm-434362019-04-12T05:26:30Z http://eprints.usm.my/43436/ A New Hybrid Optimization Method Using Design Of Experiment Together With Artificial Neural Genetic Algorithm Yahaya, Nor Zaiazmin TJ1-1570 Mechanical engineering and machinery In the engineering design process, it is a necessity to reduce the engineering design cycle time to meet the global market demand and also the customers need. Among the steps in the engineering design process, optimization process always consumed a lot of time and resources. This is because the optimization process involved a lot of parameters and infinite solutions that required a lot of experimental runs. A new a new hybrid optimization has been developed in this research that should be able to yield higher prediction accuracy for the optimal solution and at the same time requires only a minimum number of experimental runs without compromising the prediction accuracy. 2011-10 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/43436/1/NOR%20ZAIAZMIN%20BIN%20YAHAYA.pdf Yahaya, Nor Zaiazmin (2011) A New Hybrid Optimization Method Using Design Of Experiment Together With Artificial Neural Genetic Algorithm. Masters thesis, Universiti Sains Malaysia. |
| spellingShingle | TJ1-1570 Mechanical engineering and machinery Yahaya, Nor Zaiazmin A New Hybrid Optimization Method Using Design Of Experiment Together With Artificial Neural Genetic Algorithm |
| title | A New Hybrid Optimization Method Using Design Of
Experiment Together With Artificial Neural Genetic
Algorithm |
| title_full | A New Hybrid Optimization Method Using Design Of
Experiment Together With Artificial Neural Genetic
Algorithm |
| title_fullStr | A New Hybrid Optimization Method Using Design Of
Experiment Together With Artificial Neural Genetic
Algorithm |
| title_full_unstemmed | A New Hybrid Optimization Method Using Design Of
Experiment Together With Artificial Neural Genetic
Algorithm |
| title_short | A New Hybrid Optimization Method Using Design Of
Experiment Together With Artificial Neural Genetic
Algorithm |
| title_sort | new hybrid optimization method using design of
experiment together with artificial neural genetic
algorithm |
| topic | TJ1-1570 Mechanical engineering and machinery |
| url | http://eprints.usm.my/43436/ http://eprints.usm.my/43436/1/NOR%20ZAIAZMIN%20BIN%20YAHAYA.pdf |