Summary and Future Directions
In this chapter we make a summary of how to optimize the K-means clustering algorithm based on evolutionary computing. The system is still missing a user interface to handle invalid user input. Parallel coordinates that may be used as a tool to visualize data in high-dimensional spaces is only given...
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| Published in: | Computational Intelligence, Evolutionary Computing and Evolutionary Clustering Algorithms Vol. 1; no. 1; pp. 113 - 120 |
|---|---|
| Main Author: | |
| Format: | Book Chapter |
| Language: | English |
| Published: |
United States
Bentham Science Publishers
01.09.2016
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| Subjects: | |
| ISBN: | 1681083000, 9781681083001 |
| Online Access: | Get full text |
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| Abstract | In this chapter we make a summary of how to optimize the K-means
clustering algorithm based on evolutionary computing. The system is still missing a
user interface to handle invalid user input. Parallel coordinates that may be used as a
tool to visualize data in high-dimensional spaces is only given a short introduction. In
addition, Particle Swarm Optimization (PSO) is also mentioned to find global solutions
to optimization problems. |
|---|---|
| AbstractList | In this chapter we make a summary of how to optimize the K-means
clustering algorithm based on evolutionary computing. The system is still missing a
user interface to handle invalid user input. Parallel coordinates that may be used as a
tool to visualize data in high-dimensional spaces is only given a short introduction. In
addition, Particle Swarm Optimization (PSO) is also mentioned to find global solutions
to optimization problems. |
| Author | Kristensen, Terje |
| Author_xml | – givenname: Terje surname: Kristensen fullname: Kristensen, Terje organization: Bergen University College, Bergen, Norway |
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| Keywords | Clustering metric Overplotting Invalid cluster structures Parallel coordinates PSO |
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| Snippet | In this chapter we make a summary of how to optimize the K-means
clustering algorithm based on evolutionary computing. The system is still missing a
user... |
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| Title | Summary and Future Directions |
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