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Titlebook: Cartesian Genetic Programming; Julian F. Miller Book 2011 Springer-Verlag Berlin Heidelberg 2011 Cartesian Genetic Programming (CGP).Direc

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Image Processing and CGP,In this chapter, we will present three applications in which CGP can automatically generate novel image processing algorithms that compare to or exceed the best known conventional solutions. The applications fall into the areas of image preprocessing and classification.
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Book 2011ication of CGP, and it will be essential reading for researchers in genetic programming and for engineers and scientists solving applications using these techniques. It will also be useful for advanced undergraduates and postgraduates seeking to understand and utilize a highly efficient form of genetic programming.. .
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https://doi.org/10.1007/3-8350-5720-0P are also discussed before describing . (MCGP), an enhancement to ECGP that allows the use of nested modules to see if further performance improvements are possible. Finally, an approach that uses the concept of multiple chromosomes in order to allow CGP and ECGP to exploit modularity through compartmentalization is described.
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https://doi.org/10.1007/3-8350-5720-0-up that can be obtained for many applications and a possibility to build small low-power adaptive embedded systems. This chapter introduces the complete FPGA implementations of CGP which can typically be used to accelerate combinational circuit evolution (see Chap. 5) and image filter evolution (see Chap. 6).
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Problem Decomposition in Cartesian Genetic Programming,P are also discussed before describing . (MCGP), an enhancement to ECGP that allows the use of nested modules to see if further performance improvements are possible. Finally, an approach that uses the concept of multiple chromosomes in order to allow CGP and ECGP to exploit modularity through compartmentalization is described.
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CGP Acceleration Using Field-Programmable Gate Arrays,-up that can be obtained for many applications and a possibility to build small low-power adaptive embedded systems. This chapter introduces the complete FPGA implementations of CGP which can typically be used to accelerate combinational circuit evolution (see Chap. 5) and image filter evolution (see Chap. 6).
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