TY - BOOK ID - 32841560 TI - Genetic Programming : 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings AU - Castelli, Mauro. AU - Sekanina, Lukas. AU - Zhang, Mengjie. AU - Cagnoni, Stefano. AU - García-Sánchez, Pablo. PY - 2018 SN - 3319775537 3319775529 PB - Cham : Springer International Publishing : Imprint: Springer, DB - UniCat KW - Computer science. KW - Arithmetic and logic units, Computer. KW - Data structures (Computer science). KW - Algorithms. KW - Data mining. KW - Artificial intelligence. KW - Computer Science. KW - Algorithm Analysis and Problem Complexity. KW - Arithmetic and Logic Structures. KW - Artificial Intelligence (incl. Robotics). KW - Data Mining and Knowledge Discovery. KW - Data Structures, Cryptology and Information Theory. 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 - Algorithmic knowledge discovery KW - Factual data analysis KW - KDD (Information retrieval) KW - Knowledge discovery in data KW - Knowledge discovery in databases KW - Mining, Data KW - Database searching KW - Algorism KW - Algebra KW - Arithmetic KW - Information structures (Computer science) KW - Structures, Data (Computer science) KW - Structures, Information (Computer science) KW - File organization (Computer science) KW - Abstract data types (Computer science) KW - Arithmetic and logic units, Computer KW - Computer arithmetic KW - Electronic digital computers KW - Informatics KW - Science KW - Foundations KW - Circuits KW - Computer software. KW - Data structures (Computer scienc. KW - Artificial Intelligence. KW - Data Structures and Information Theory. KW - Data structures (Computer science) KW - Software, Computer KW - Computer systems KW - Genetic programming (Computer science) KW - Computer programming KW - Genetic algorithms KW - Computer arithmetic and logic units. KW - Information theory. KW - Communication theory KW - Communication KW - Cybernetics UR - https://www.unicat.be/uniCat?func=search&query=sysid:32841560 AB - This book constitutes the refereed proceedings of the 21st European Conference on Genetic Programming, EuroGP 2018, held in Parma, Italy, in April 2018, co-located with the Evo* 2018 events, EvoCOP, EvoMUSART, and EvoApplications. The 11 revised full papers presented together with 8 poster papers were carefully reviewed and selected from 36 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics and applications including analysis of feature importance for metabolomics, semantic methods, evolution of boolean networks, generation of redundant features, ensembles of GP models, automatic design of grammatical representations, GP and neuroevolution, visual reinforcement learning, evolution of deep neural networks, evolution of graphs, and scheduling in heterogeneous networks. ER -