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Artificial Life and Evolutionary Computation: 17th Italian Workshop, WIVACE 2023, Venice, Italy, September 68, 2023, Revised Selected Papers 2024 ed. [Pehme köide]

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  • Formaat: Paperback / softback, 410 pages, kõrgus x laius: 235x155 mm, 108 Illustrations, color; 17 Illustrations, black and white; XII, 410 p. 125 illus., 108 illus. in color., 1 Paperback / softback
  • Sari: Communications in Computer and Information Science 1977
  • Ilmumisaeg: 17-Apr-2024
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 303157429X
  • ISBN-13: 9783031574290
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  • Formaat: Paperback / softback, 410 pages, kõrgus x laius: 235x155 mm, 108 Illustrations, color; 17 Illustrations, black and white; XII, 410 p. 125 illus., 108 illus. in color., 1 Paperback / softback
  • Sari: Communications in Computer and Information Science 1977
  • Ilmumisaeg: 17-Apr-2024
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 303157429X
  • ISBN-13: 9783031574290

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 Alzheimers 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.