Genetic Programming: 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings (1st ed. 2018) (Lecture Notes in Computer Science #10781)

By: Mauro Castelli and Lukas Sekanina and Mengjie Zhang and Stefano Cagnoni and Pablo García-Sánchez

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Synopsis: 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.

Book Quality:: Publisher Quality
ISBN-13:: 9783319775531
Related ISBNs:: 9783319775524
Publisher:: Springer International Publishing
Date of Addition:: 03/14/24
Copyrighted By:: Springer International Publishing AG, part of Springer Nature
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Mathematics and Statistics
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Mauro Castelli
Edited by:: Lukas Sekanina
Edited by:: Mengjie Zhang
Edited by:: Stefano Cagnoni
Edited by:: Pablo García-Sánchez