Genetic programming : 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings /: 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings. (2018)

• Record Type: Book
• Other Titles: EuroGP 2018
• Further Information: Note: Mauro Castelli, Lukas Sekanina, Mengjie Zhang, Stefano Cagnoni, Pablo García-Sánchez (eds.).
• Editors: (Professor of Natural Computing), Castelli, Mauro; Sekanina, Lukáš; Zhang, Mengjie; Cagnoni, Stefano, 1961-; (Computer scientist), García Sánchez, Pablo
• Other Names: EuroGP (Conference), 21st
• Contents: Using GP Is NEAT: Evolving Compositional Pattern Production Functions -- Evolving the Topology of Large Scale Deep Neural Networks -- Evolving Graphs by Graph Programming -- Pruning Techniques for Mixed Ensembles of Genetic Programming Models -- Analyzing Feature Importance for Metabolomics Using Genetic Programming -- Generating Redundant Features with Unsupervised Multi-Tree Genetic Programming -- On the Automatic Design of a Representation for Grammar-Based Genetic Programming -- Multi-Level Grammar Genetic Programming for Scheduling in Heterogeneous Networks -- Scaling Tangled Program Graphs to Visual Reinforcement Learning in ViZDoom -- Towards In Vivo Genetic Programming: Evolving Boolean Networks to Determine Cell States -- A Multiple Expression Alignment Framework for Genetic Programming -- Multi-Objective Evolution of Ultra-Fast General-Purpose Hash Functions -- A Comparative Study on Crossover in Cartesian Genetic Programming -- Evolving Better RNAfold Structure Prediction -- Geometric Crossover in Syntactic Space -- Investigating A Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling -- Structurally Layered Representation Learning: Towards Deep Learning Through Genetic Programming -- Comparing Rule Evaluation Metrics for the Evolutionary Discovery of Multi-Relational Association Rules in the Semantic Web -- Genetic Programming Hyperheuristic with Cooperative Coevolution for Dynamic Flexible Job Shop Scheduling.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xii, 323 pages), illustrations
• Subjects: 006.3/823; Computer science; Genetic programming (Computer science) -- Congresses; Genetic programming (Computer science); Data Structures, Cryptology and Information Theory; Computers -- Logic Design; Computers -- Intelligence (AI) & Semantics; Computers -- Database Management -- Data Mining; Computers -- Information Theory; Algorithms & data structures; Artificial intelligence; Data mining; Computer software; Artificial intelligence; Data mining; Data structures (Computer science); Computers -- Programming -- Algorithms; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319775531; 3319775537
• Related ISBNs: 9783319775524; 3319775529
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed March 27, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.