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Applied and Computational Mathematics for Digital Environments
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The present reprint contains the 11 papers that were accepted and published in the Special Issue “Applied and Computational Mathematics for Digital Environments” of the MDPI Mathematics journal. The topics of interest include, among others, scientific research, applied tasks, and problems in the following areas: The construction of mathematical and information models of intelligent computer systems for monitoring and controlling the parameters of digital environments; The development of intelligent optimization algorithms that search for optimal parameter values of mathematical and information models in digital environments; Software and mathematical technologies in the implementation of intelligent monitoring and computer control of the parameters of digital environments; The development and application of mathematical and information models, machine learning methods, and artificial intelligence for the analysis and processing of big data in digital environments. I hope that this reprint will be useful to those who are interested in the real-world applications of applied and computational mathematics for digital environments in terms of solving actual, practical problems in all spheres of human life and activity.
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Keywords
- behavioural equivalences
- Calculus
- CNN classifier
- complex numbers
- computer algebra system
- control synthesis
- cooperative co-evolution
- data analysis
- dataset
- Decision-making
- density of transport links
- digital platforms
- Entropy
- evolutionary algorithm
- experimental virtual environment
- Features
- Fokker-Planck equation
- fractal dimension
- image segmentation
- increasing traffic capacity
- kNN classifier
- knowledge as set of trees
- large-scale global optimization
- Machine learning
- machine learning algorithm
- Management
- mathematical model for evaluating the effectiveness of integrating information technology
- Mathematics & science
- memetic algorithm
- mobile agents
- Mobile Robot
- Monitoring
- multiscale analysis
- n/a
- nonlinear dynamics
- nonsmooth minimization methods
- oncological disease
- Optimal Control
- outdoor environments
- percolation threshold
- power law
- problem decomposition
- processes in social systems
- Reference, information & interdisciplinary subjects
- relaxation subgradient methods
- Research & information: general
- self-adaptive differential evolution
- space dilation
- stabilization
- Statistics
- SVM classifier
- symbolic computation
- symbolic regression
- system on chip
- thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
- thema EDItEUR::P Mathematics and Science
- timeouts
- transport link density
- transport network
- UMAP algorithm
- virtual simulation infrastructures
- wxMaxima
Links
DOI: 10.3390/books978-3-0365-7267-3Editions