Artificial Life and Evolutionary Computation (eBook, PDF)

17th Italian Workshop, WIVACE 2023, Venice, Italy, September 6-8, 2023, Revised Selected Papers
Redaktion: Villani, Marco; Serra, Roberto; Cagnoni, Stefano

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 410
• Erscheinungstermin: 29. März 2024
• Englisch
• ISBN-13: 9783031574306
• Artikelnr.: 70574804

Inhaltsangabe

¿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 online adaptation.
 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 evaluation based 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.