Artificial Life and Evolutionary Computation (eBook, PDF)

15th Italian Workshop, WIVACE 2021, Winterthur, Switzerland, September 15-17, 2021, Revised Selected Papers
Redaktion: Schneider, Johannes Josef; Füchslin, Rudolf Marcel; Flumini, Dandolo; Weyland, Mathias Sebastian

• Format: PDF

Produktbeschreibung

Chapters 4, 5, 6, 7, 22, and 24 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 296
• Erscheinungstermin: 21. Januar 2023
• Englisch
• ISBN-13: 9783031239298
• Artikelnr.: 67324144

Inhaltsangabe

Networks.- Dynamical criticality in growing networks.- Effective Resistance based Weight Thresholding for Community Detection.- An Oracle for the Optimization of Underconstrained Compositions of Neural Networks - The Tick Hazard Use Case.- Droplets, Fluids, and Synthetic Biology.- Obstacles on the Pathway towards Chemical Programmability using Agglomerations of Droplets.- The Good, the Bad and the Ugly: droplet recognition by a "shootout"-heuristics.- Exploring the three-dimensional arrangement of droplets.- Geometric restrictions to the agglomeration of spherical particles.- Effectiveness of Dynamic Load Balancing in Parallel Execution of a Subsurface Flow Cellular Automata Model.- Two possible AI-related paths for bottom-up synthetic cell research.- Robot Systems.- A hybrid control system architecture for a mobile robot to provide an energy-efficient and fast data processing.- On the evolution of mechanisms for collective decision making in a swarm of robots.- A novel online adaptation mechanism in artificial systems provides phenotypic plasticity.- Computer Vision and Computational Creativity.- Exploration of Genetic Algorithms and CNN for Melanoma Classification.- Using Genetic Algorithms to optimize a deep learning based system for the prediction of cognitive impairments.- Autonomous inspections of power towers with an UAV.- Self-organizing Maps of Artificial Neural Classifiers - a Brain like Pin Factory.- Evolutionary Music: Statistical Learning and Novelty for automatic improvisation.- Semantic Search.- ARISE: Artificial Intelligence Semantic Search Engine.- Artificial Medicine and Pharmacy.- Influence of the Antigen Pattern Vector on the Dynamics in a Perceptron-based Artificial Immune - Tumour-Ecosystem during and after Radiation Therapy.- Two-level detection of dynamic organization in cancer evolution models.- Artificial chemical neural network for drug discovery applications.- Trade and Finance.- Information Flow Simulations in Multi-Dimensional and Dynamic Systems.- Investigation of the Ramsey-Pierce-Bowman Model.- Ethics in Computational Modelling.- Ethical Aspects of Computational Modelling in Science, Decision Support and Communication.