Výsledky vyhľadávania - "Programming by optimization"

Improving the performance of stochastic local search for maximum vertex weight clique problem using programming by optimization Autor Chu, Yi, Luo, Chuan, Hoos, Holger H., You, Haihang

“… class of MVWCP instances. In this work, we follow the paradigm of Programming by Optimization (PbO…”
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Towards a Compiler for a Polychronous Wavefront Computer: Programming by Optimization Autor Hart, Corey B.

“…The incorporation of delay based computing, or polychronicity, into models of neural networks has helped to increase the memory and representational capacity…”
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Automatic construction of parallel portfolios via algorithm configuration Autor Lindauer, Marius, Hoos, Holger, Leyton-Brown, Kevin, Schaub, Torsten

“…Since 2004, increases in computational power described by Moore's law have substantially been realized in the form of additional cores rather than through…”
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Extending the "Open-Closed Principle" to Automated Algorithm Configuration Autor Swan, Jerry, Adriænsen, Steven, Barwell, Adam D, Hammond, Kevin, White, David R

“…Metaheuristics are an effective and diverse class of optimization algorithms: a means of obtaining solutions of acceptable quality for otherwise intractable…”
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Dependency Injection for Programming by Optimization Autor Kocsis, Zoltan A, Swan, Jerry

“…Programming by Optimization tools perform automatic software configuration according to the specification supplied by a software developer…”
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Improving the Performance of Stochastic Local Search for Maximum Vertex Weight Clique Problem Using Programming by Optimization Autor Chu, Yi, Luo, Chuan, Hoos, Holger H, Lin, QIngwei, You, Haihang

“… class of MVWCP instances. In this work, we follow the paradigm of Programming by Optimization (PbO…”
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Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers Autor Moosbauer, Julia, Binder, Martin, Schneider, Lennart, Pfisterer, Florian, Becker, Marc, Lang, Michel, Kotthoff, Lars, Bischl, Bernd

“…Automated hyperparameter optimization (HPO) has gained great popularity and is an important component of most automated machine learning frameworks. However,…”
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Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers Autor Moosbauer, Julia, Binder, Martin, Schneider, Lennart, Pfisterer, Florian, Becker, Marc, Lang, Michel, Kotthoff, Lars, Bischl, Bernd

“…Automated hyperparameter optimization (HPO) has gained great popularity and is an important ingredient of most automated machine learning frameworks. The…”
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Exact stochastic constraint optimisation with applications in network analysis Autor Latour, Anna L.D., Babaki, Behrouz, Fokkinga, Daniël, Anastacio, Marie, Hoos, Holger H., Nijssen, Siegfried

“…We present an extensive study of methods for exactly solving stochastic constraint (optimisation) problems (SCPs) in network analysis. These problems are…”
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Computer-Aided Algorithm Design: Automated Tuning, Configuration, Selection, and Beyond Autor Hoos, Holger

“…In this talk, I will introduce computer-aided algorithm design and discuss its main ingredients: design patterns, which provide ways of structuring potentially…”
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LINEAR PROGRAMMING OPTIMIZATION OF NUCLEAR ENERGY STRATEGY WITH SODIUM-COOLED FAST REACTORS Autor Lee, Je-Whan, Jeong, Yong-Hoon, Chang, Yoon-Il, Chang, Soon-Heung

“…Nuclear power has become an essential part of electricity generation to meet the continuous growth of electricity demand. A Sodium-cooled Fast Reactor (SFR)…”
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