Artificial Life and Evolutionary Computation
Springer International Publishing (Verlag)
978-3-031-57429-0 (ISBN)
This book constitutes the refereed post proceedings of the 17th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2023, held in Venice, Italy, during September 6-8, 2023.
The 30 full papers included in this book were carefully reviewed and selected from 55 submissions. They were organized in topical sections as follows: Algorithms for complex systems, Biologically inspired models, Complex chemical systems, Adaptation and swarms, Learning, Medicine and Social systems.
Algorithms for complex systems.- Energy consumption of evolutionary algorithms in JavaScript.- A Tabu Search Algorithm for the Map Labeling Problem.- Detection and Classification of Risks from Radar Data.- Capturing Emerging Complexity in Lenia.- On the detection of significant pairwise interactions in complex systems.- Biologically inspired models.- The properties of pseudo-attractors in random Boolean networks.- Analysing the expressiveness of metabolic networks representations.- scFBApy: a Python framework for super-network Flux Balance Analysis.- Semantic Information as a Measure of Synthetic Cells' Knowledge of the Environment.- General Lines, Routes and Perspectives of Wetware Embodied AI. From its Organizational Bases to a Glimpse on Social Chemical Robotics.- A proposed mechanism for in vivo programming transmembrane receptors.- Complex chemical systems.- Kauffman Model with Spatially Separated Ligation and Cleavage Reactions.- Percolation Breakdown in Binary and Ternary Monodisperse and Polydisperse Systems of Spherical Particles.- Adaptation and swarms.- Entangled Gondolas. Design of Multi-Layer Networks of Quantum-Driven Robotic Swarms.- Generalizations of evolved decision-making mechanisms in swarm collective perception.- An investigation of graceful degradation in Boolean network robots subject to onlineadaptation.- Blockchain-Empowered PSO for Scalable Swarm Robotics.-GP/PSO-based embedding of 1-D signals in an auto-encoder fashion.- Learning.- Local delay plasticity supports generalized learning in spiking neural networks.- Improving PVC Detection in ECG Signals: A Recurrent Neural Network Approach.- Medicine.- Clustering Trajectories to study Diabetic Kidney Disease.- Multi-Classification of Alzheimer's Disease by NSGA-II Slices Optimization and Fusion Deep Learning.- Exploiting the potential of Bayesian networks in deriving new insight into Diabetic Kidney Disease (DKD).- A genetic algorithm for feature selection for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach.- Social systems.- Learning whether to be informed in an agent-based evolutionary market model.- Heterogeneous mean-field analysis of best-of-n decision making in networks with zealots.- Does `community detection analysis' find real communities? A statistical evaluationbased on complex networks methods.- Self-loops in social networks: behavior of eigenvector centrality.- Evolutionary Story Sifting over the Log of a Social Simulation.- Evolution of Attraction for Cooperation.
Erscheinungsdatum | 30.03.2024 |
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Reihe/Serie | Communications in Computer and Information Science |
Zusatzinfo | XII, 410 p. 125 illus., 108 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Schlagworte | Artificial Intelligence • bioinspired algorithms • Computer Networks • computer programming • Computer systems • Correlation Analysis • distributed computer systems • Distributed Systems • Embedded Systems • evolutionary algorithms • Genetic algorithms • machine learning • Network Protocols • Neural networks • parallel processing systems • Signal Processing • Telecommunication networks • Telecommunication Systems • theoretical computer science • wireless telecommunication systems |
ISBN-10 | 3-031-57429-X / 303157429X |
ISBN-13 | 978-3-031-57429-0 / 9783031574290 |
Zustand | Neuware |
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