Improved harmony search algorithm with multiple parameter settings
Harmony Search algorithm is an optimization method which is inspired by the thought process of jazz improvisation musicians. It is applied in many real world problems because of its advantages in many different aspects. Many researches have been done to improve the accuracy and the efficiency of the...
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Format: | Final Year Project |
Language: | English |
Published: |
2013
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Online Access: | http://hdl.handle.net/10356/53328 |
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Institution: | Nanyang Technological University |
Language: | English |
Summary: | Harmony Search algorithm is an optimization method which is inspired by the thought process of jazz improvisation musicians. It is applied in many real world problems because of its advantages in many different aspects. Many researches have been done to improve the accuracy and the efficiency of the algorithm. In this project, a feature is introduced and the new algorithm is called Improved Harmony Search algorithm with Multiple Parameter Settings (IHS with MPS). It takes advantage of the manipulation of the parameters which affect the exploration and exploitation of the algorithm. Tests are done to show the feature’s effectiveness as well as the limitations. |
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