Artificial Life and Evolutionary Computation
Springer International Publishing (Verlag)
978-3-031-23928-1 (ISBN)
The 14 full papers and 10 short papers presented in this volume were carefully reviewed and selected from 25 submissions. The papers are organized in the following topical sections: Networks; Droplets, Fluids, and Synthetic Biology; Robot Systems; Computer Vision and Computational Creativity; Semantic Search; Artificial Medicine and Pharmacy; Trade and Finance; Ethics in Computational Modelling.
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.
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.
Erscheinungsdatum | 25.01.2023 |
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Reihe/Serie | Communications in Computer and Information Science |
Zusatzinfo | XIII, 296 p. 99 illus., 71 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 480 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Schlagworte | Applications • Artificial Intelligence • Computer Networks • computer programming • Computer Science • Computer systems • conference proceedings • Correlation Analysis • distributed computer systems • Distributed Systems • Embedded Systems • evolutionary algorithms • Genetic algorithms • Informatics • machine learning • Network Protocols • Neural networks • parallel processing systems • Research • Signal Processing • Telecommunication networks • Telecommunication Systems • theoretical computer science • wireless telecommunication systems |
ISBN-10 | 3-031-23928-8 / 3031239288 |
ISBN-13 | 978-3-031-23928-1 / 9783031239281 |
Zustand | Neuware |
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