Harmony Search in Water Pump Switching Problem
The purpose of this paper is to introduce a recently-developed nature-inspired algorithm, harmony search (HS), and to apply the algorithm to water pump switching problem. The HS algorithm is conceptualized using the musical improvisation process of searching for a better state of harmony. This paper...
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Published in | Advances in Natural Computation pp. 751 - 760 |
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Main Author | |
Format | Book Chapter Conference Proceeding |
Language | English |
Published |
Berlin, Heidelberg
Springer Berlin Heidelberg
2005
Springer |
Series | Lecture Notes in Computer Science |
Subjects | |
Online Access | Get full text |
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Abstract | The purpose of this paper is to introduce a recently-developed nature-inspired algorithm, harmony search (HS), and to apply the algorithm to water pump switching problem. The HS algorithm is conceptualized using the musical improvisation process of searching for a better state of harmony. This paper describes a HS algorithm-based approach for the optimal switching problem in serial water pumping system. A standard example from the literature is presented to demonstrate the effectiveness of the proposed method, and the results are compared to genetic algorithm and branch & bound method. Computational results indicate that the HS approach becomes a good optimization model for solving water pump switching problem. |
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AbstractList | The purpose of this paper is to introduce a recently-developed nature-inspired algorithm, harmony search (HS), and to apply the algorithm to water pump switching problem. The HS algorithm is conceptualized using the musical improvisation process of searching for a better state of harmony. This paper describes a HS algorithm-based approach for the optimal switching problem in serial water pumping system. A standard example from the literature is presented to demonstrate the effectiveness of the proposed method, and the results are compared to genetic algorithm and branch & bound method. Computational results indicate that the HS approach becomes a good optimization model for solving water pump switching problem. |
Author | Geem, Zong Woo |
Author_xml | – sequence: 1 givenname: Zong Woo surname: Geem fullname: Geem, Zong Woo email: geem@jhu.edu organization: Environmental Planning and Management Program, Johns Hopkins University, Rockville, USA |
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Copyright | Springer-Verlag Berlin Heidelberg 2005 2005 INIST-CNRS |
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Editor | Wang, Lipo Ong, Yew Soon Chen, Ke |
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Keywords | Biomimetics Pumping Genetic algorithm Branch and bound method Musical acoustics Problem solving Modeling Optimization Pump Search algorithm |
Language | English |
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Title | Harmony Search in Water Pump Switching Problem |
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