Artificial Life and Evolutionary Computation [electronic resource] : 16th Italian Workshop, WIVACE 2022, Gaeta, Italy, September 14-16, 2022, Revised Selected Papers / edited by Claudio De Stefano, Francesco Fontanella, Leonardo Vanneschi.

Colaborador(es): De Stefano, Claudio [editor.] | Fontanella, Francesco [editor.] | Vanneschi, Leonardo [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Communications in Computer and Information Science ; 1780Editor: Cham : Springer Nature Switzerland : Imprint: Springer, 2023Edición: 1st ed. 2023Descripción: XI, 304 p. 97 illus., 88 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783031311833Tema(s): Artificial intelligence | Computer science -- Mathematics | Computer science | Computer networks  | Computers, Special purpose | Computer engineering | Artificial Intelligence | Mathematics of Computing | Theory of Computation | Computer Communication Networks | Special Purpose and Application-Based Systems | Computer Engineering and NetworksFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 006.3 Clasificación LoC:Q334-342TA347.A78Recursos en línea: Libro electrónicoTexto
Contenidos:
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 System Based on Geometric Semantic Genetic Programming -- Real-time monitoring tool for SNN hardware architecture.
En: Springer Nature eBookResumen: 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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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 System Based on Geometric Semantic Genetic Programming -- Real-time monitoring tool for SNN hardware architecture.

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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