Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
On the representation of operators in bases of compactly supported wavelets
SIAM Journal on Numerical Analysis
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Wavelet filter evaluation for image compression
IEEE Transactions on Image Processing
A Pursuit Architecture for Signal Analysis
Proceedings of the EvoWorkshops on Applications of Evolutionary Computing
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We introduce a test environment based on the optimization of signals approximated in function spaces in order to compare the performance of different evolutionary algorithms. An evolutionary algorithm to optimize signal representations by adaptively choosing a basis depending on the signal is presented. We show how evolutionary algorithms can be exploited to search larger waveform dictionaries for best basis selection than those considered in current standard approaches.