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

• Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
• Edizione: 1st ed. 2023.
• Descrizione fisica: 1 online resource (312 pages)
• Disciplina: 006.3823
• Soggetto topico: 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 Networks
• Persona (resp. second.): De StefanoC (Claudio); FontanellaFrancesco; VanneschiLeonardo
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: 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.
• Sommario/riassunto: Chapters 7, 8, and 9 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
• Titolo autorizzato: Artificial Life and Evolutionary Computation
• ISBN: 9783031311833; 9783031311826
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910720076203321
• Lo trovi qui: Univ. Federico II
• Serie: Communications in Computer and Information Science, . 1865-0937 ; ; 1780