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GECCO
2003
Springer
15 years 10 months ago
Tightness Time for the Linkage Learning Genetic Algorithm
Abstract. This paper develops a model for tightness time, linkage learning time for a single building block, in the linkage learning genetic algorithm (LLGA). First, the existing m...
Ying-Ping Chen, David E. Goldberg
GECCO
2003
Springer
15 years 10 months ago
Visualizing Tree Structures in Genetic Programming
This paper presents methods to visualize the structure of trees that occur in genetic programming. These methods allow for the inspection of structure of entire trees of arbitrary ...
Jason M. Daida, Adam M. Hilss, David J. Ward, Step...
GECCO
2003
Springer
126views Optimization» more  GECCO 2003»
15 years 10 months ago
Coevolution and Linear Genetic Programming for Visual Learning
In this paper, a novel genetically-inspired visual learning method is proposed. Given the training images, this general approach induces a sophisticated feature-based recognition s...
Krzysztof Krawiec, Bir Bhanu
GECCO
2003
Springer
144views Optimization» more  GECCO 2003»
15 years 10 months ago
Control of a Flexible Manipulator Using a Sliding Mode Controller with Genetic Algorithm Tuned Manipulator Dimension
The tip position control of a single-link flexible manipulator is considered in this paper. The cross-sectional dimension of the manipulator is tuned by genetic algorithms such th...
N. M. Kwok, Sam Kwong
GECCO
2003
Springer
15 years 10 months ago
Scalability of Selectorecombinative Genetic Algorithms for Problems with Tight Linkage
Ensuring building-block (BB) mixing is critical to the success of genetic and evolutionary algorithms. This study develops facetwise models to predict the BB mixing time and the po...
Kumara Sastry, David E. Goldberg