Proposed research framework for a testable software-component contract covering runtime observation, online learning, evidence-based prediction, gated adaptation, deterministic fallback, and outcome evaluation.
machine-learning-algorithms online-learning-algorithms self-adaptive-systems software-architecture-and-design component-based-software-design runtime-adaptation research-framework software-frameworks software-components adaptive-systems-theory predictive-adaptation adaptive-software learning-native-software learning-enabled-software
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Updated
Oct 12, 2026 - TeX