TY - BOOK ID - 8359476 TI - Cartesian Genetic Programming PY - 2011 SN - 3642173098 9786613365583 1283365588 3642173101 PB - Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, DB - UniCat KW - Computational Biology -- methods. KW - Evolutionary programming (Computer science). KW - Genetic programming (Computer science). KW - Models, Genetic. KW - Genetic programming (Computer science) KW - Evolutionary programming (Computer science) KW - Engineering & Applied Sciences KW - Computer Science KW - Computer science. KW - Computers. KW - Artificial intelligence. KW - Application software. KW - Computer-aided engineering. KW - Electrical engineering. KW - Computer Science. KW - Theory of Computation. KW - Electrical Engineering. KW - Artificial Intelligence (incl. Robotics). KW - Computer-Aided Engineering (CAD, CAE) and Design. KW - Computer Appl. in Arts and Humanities. KW - Electric engineering KW - Engineering KW - CAE KW - Application computer programs KW - Application computer software KW - Applications software KW - Apps (Computer software) KW - Computer software KW - AI (Artificial intelligence) KW - Artificial thinking KW - Electronic brains KW - Intellectronics KW - Intelligence, Artificial KW - Intelligent machines KW - Machine intelligence KW - Thinking, Artificial KW - Bionics KW - Cognitive science KW - Digital computer simulation KW - Electronic data processing KW - Logic machines KW - Machine theory KW - Self-organizing systems KW - Simulation methods KW - Fifth generation computers KW - Neural computers KW - Automatic computers KW - Automatic data processors KW - Computer hardware KW - Computing machines (Computers) KW - Electronic calculating-machines KW - Electronic computers KW - Hardware, Computer KW - Computer systems KW - Cybernetics KW - Calculators KW - Cyberspace KW - Informatics KW - Science KW - Data processing KW - Computer programming KW - Genetic algorithms KW - Information theory. KW - Computer engineering. KW - Computer aided design. KW - Information systems. KW - Artificial Intelligence. KW - CAD (Computer-aided design) KW - Computer-assisted design KW - Computer-aided engineering KW - Design KW - Computers KW - Communication theory KW - Communication KW - Design and construction KW - Digital humanities. KW - Electrical and Electronic Engineering. KW - Digital Humanities. KW - Humanities UR - https://www.unicat.be/uniCat?func=search&query=sysid:8359476 AB - Cartesian Genetic Programming (CGP) is a highly effective and increasingly popular form of genetic programming. It represents programs in the form of directed graphs, and a particular characteristic is that it has a highly redundant genotype–phenotype mapping, in that genes can be noncoding. It has spawned a number of new forms, each improving on the efficiency, among them modular, or embedded, CGP, and self-modifying CGP. It has been applied to many problems in both computer science and applied sciences. This book contains chapters written by the leading figures in the development and application 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. . ER -