Artificial Life and Evolutionary Computation
Springer International Publishing (Verlag)
978-3-031-31182-6 (ISBN)
The 21 full papers and 3 short papers included in this book were carefully reviewed and selected from 45 submissions. They were organized in topical sections as follows: answer set programming; networks and complex systems, metaheuristics, robotics, and machine learning
Chapters 7, 8, and 9 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Networks and Complex systems.- Collaborative learning over Cellular Automata.- An agent-based model for crowd simulation.- Chemical Neural Networks and Semantic Information investigated through Synthetic Cells.- Spread of perturbations in supply chain networks: the effect of the bow-tie organization on the resilience of the global automotive system.- An efficient implementation of Flux Variability Analysis for metabolic networks.- Exploring the solution space of cancer evolution inference frameworks for single-cell sequencing data.- Computational investigation of the clustering of droplets in widening pipe geometries.- Network Creation During Agglomeration Processes of Polydisperse and Monodisperse Systems of Droplets.- Artificial Chemistry Performed in an Agglomeration of Droplets with Restricted Molecule Transfer.- Modelling wet-dry cycles in the binary polymer model.- On the growth of chemical diversity.- Kernel-based early fusion of structure and attribute information for detecting communities in attributed networks.- Cultural Innovation Triggers Inequality in a Sharing Economy.- Metaheuristics, robotics, and machine learning.- Online adaptation of robots controlled by nanowire networks: A preliminary study.- The role of dynamical regimes of online adaptive BN-robots in noisy environments.- A novel evolutionary approach for Neural Architecture Search.- Single and Multi-objective Genetic Programming Methods for Prediction Intervals.- Green design of Single Frequency Networks by Multiband Robustness and a hybrid metaheuristic.- WanDa: A Mobile Application to Prevent Wandering.- Magnetic Devices Behavioral Modeling based on Genetic Programming and Neural Networks.- Evolutionary Stitching of Plot Units with Character Threads.- Impact of Morphology Variations on Evolved Neural Controllers for Modular Robots.- EGSGP: an Ensemble SystemBased on Geometric Semantic Genetic Programming.- Real-time monitoring tool for SNN hardware architecture.
Erscheinungsdatum | 02.05.2023 |
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Reihe/Serie | Communications in Computer and Information Science |
Zusatzinfo | XI, 304 p. 97 illus., 88 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 486 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Schlagworte | Applications • Artificial Intelligence • Computer Networks • computer programming • Computer Science • Computer systems • conference proceedings • Correlation Analysis • distributed computer systems • Distributed Systems • Embedded Systems • evolutionary algorithms • Genetic algorithms • Informatics • machine learning • Network Protocols • parallel processing systems • Research • Signal Processing • theoretical computer science |
ISBN-10 | 3-031-31182-5 / 3031311825 |
ISBN-13 | 978-3-031-31182-6 / 9783031311826 |
Zustand | Neuware |
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