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Chapter and Conference Paper
HybridTuner: Tuning with Hybrid Derivative-Free Optimization Initialization Strategies
To utilize the full potential of advanced computer architectures, algorithms often need to be tuned to the architecture being used. We propose two hybrid derivative-free optimization (DFO) methods to maximize ...
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Chapter and Conference Paper
Heat Exchanger Circuitry Design by Decision Diagrams
The interconnection pattern between the tubes of a tube-fin heat exchanger, also referred to as its circuitry, has a significant impact on its performance. We can improve the performance of a heat exchanger by...
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Chapter and Conference Paper
A Branch-and-Reduce Algorithm for the Contact Map Overlap Problem
A fundamental problem in molecular biology is the comparison of 3-dimensional protein folds in order to develop similarity measures and exploit them for protein clustering, database searches, and drug design. ...
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Chapter and Conference Paper
Global Optimization and Constraint Satisfaction: The Branch-and-Reduce Approach
In the early 1990s, we proposed the integration of constraint programming and optimization techniques within the branch-and-bound framework for the global optimization of nonconvex nonlinear and mixed-integer ...