Darwinian, Lamarckian, and Baldwinian (Co)Evolutionary Approaches for Feature Weighting in K-@@imeans@- Based Algorithms

• Published in: IEEE transactions on evolutionary computation Vol. 12; no. 5; pp. 617 - 629
• Main Authors: Gancarski, P, Blansche, A
• Format: Journal Article
• Language: English
• Published: 01.10.2008

Feature weighting is an aspect of increasing importance in clustering because data are becoming more and more complex. In this paper, we propose new feature weighting methods based on genetic algorithms. These methods use the cost function defined in LKM as a fitness function. We present new methods...