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Titlebook: Computer Science in Sport; Modeling, Simulation Daniel Memmert Textbook 2024 The Editor(s) (if applicable) and The Author(s), under exclusi

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Metabolic Simulationdescribes the relationship between work done and remaining energy reserves. With this physiological model, combined with a mechanical model of physical power in cycling on a course with a given elevation profile, optimal pacing strategies can be calculated by numerical methods.
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Simulation of Physiological Adaptation Processes models are used, in which it is assumed on physiological grounds that physical stress triggers both negative, i.e. performance-degrading, and performance-enhancing processes. The current state can then be represented as a ratio of negative and positive components.
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The Changing Global Environmentd in real-world events. Due to the difficulty of experimental manipulations in professional sports and the limited size, consistency, and quality of real-world sports data, artificial data offer a useful alternative or extension in the analysis of sports-specific questions.
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The Changing Governance of the Sciencese prior knowledge. R supports the approach of literate programming, which enables easy reproducibility and traceability of data analyses. Therefore, R is a complete solution from data analysis to publication.
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