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Titlebook: Search Based Software Engineering; 5th International Sy Günther Ruhe,Yuanyuan Zhang Conference proceedings 2013 Springer-Verlag Berlin Heid

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Model Refactoring Using Interactive Genetic Algorithmsimilarity between the analyzed design model and models from a base of examples, and the designers’ ratings of the refactorings proposed during execution of the classic GA. Experimentation with the approach yielded interesting and promising results.
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Regression Testing for Model Transformations: A Multi-objective Approachrefactorings as well as test case model elements that have become invalid due to the new changes. Validation results on a widely used transformation mechanism confirm the effectiveness of our approach.
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es with this testing approach that falsifies wrong hypothesis models learned by other techniques. This entails that testing guided by learned automata can be a useful method for finding adversarial inputs, that is, inputs incorrectly classified due to improper generalization.
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Xin Yaost precision as well as a state-of-the-art approach for each application. Our evaluation reveals that coarser precisions work better for proof detection, while finer precisions perform better in alarm detection. Moreover, reusing a predicate precision in value analysis can be beneficial in cooperati
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