Artificial Life and Evolutionary Computation (eBook, PDF)

16th Italian Workshop, WIVACE 2022, Gaeta, Italy, September 14-16, 2022, Revised Selected Papers
Redaktion: de Stefano, Claudio; Vanneschi, Leonardo; Fontanella, Francesco

• Format: PDF

Produktbeschreibung

This book constitutes the refereed proceedings of the 16th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2022, held in Gaeta, Italy, during September 14-16, 2022.

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.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 304
• Erscheinungstermin: 29. April 2023
• Englisch
• ISBN-13: 9783031311833
• Artikelnr.: 67862348

Inhaltsangabe

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.