Evolution of the Discrete Cosine Transform Using Genetic Programming
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- @Article{Evolution_of_the_Discrete_Cosine_Transform_Using_Genetic_Programming,
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author = "Xiang Biao Cui and Martin Johnson",
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title = "Evolution of the Discrete Cosine Transform Using
Genetic Programming",
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journal = "Research Letters in the Information and Mathematical
Sciences",
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year = "2002",
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volume = "3",
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pages = "117--125",
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keywords = "genetic algorithms, genetic programming",
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URL = "http://mro.massey.ac.nz/handle/10179/4332",
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URL = "http://mro.massey.ac.nz/handle/10179/4363",
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URL = "http://hdl.handle.net/10179/4363",
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size = "10 pages",
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abstract = "Compression of 2 dimensional data is important for the
efficient transmission, storage and manipulation of
Images. The most common technique used for lossy image
compression relies on fast application of the Discrete
Cosine Transform (DCT). The cosine transform has been
heavily researched and many efficient methods have been
determined and successfully applied in practice; this
paper presents a novel method for evolving a DCT
algorithm using genetic programming. We show that it is
possible to evolve a very close approximation to a 4
point transform. In theory, an 8 point transform could
also be evolved using the same technique.",
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notes = "Available online at
http://www.massey.ac.nz/~wwiims/research/letters/
",
- }
Genetic Programming entries for
Xiang Biao Cui
Martin Johnson
Citations