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Showing 1 to 5 of 5 for “"Algorithm configuration"”.
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Automated Algorithm Configuration
It is common that solution algorithms are parameterized, and their configuration influences the quality of results or the algorithms’ performance. A high quality configuration of an algorithm can make the difference between a viable use in production or problem instances being unsolvable in …
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Real-time algorithm configuration
… a number of contributions to the field of algorithm configur- ation. In particular, we present an extension to the algorithm configuration problem, real-time algorithm configuration, where configuration occurs online on a stream of instances, without the need for prior training, and problem …
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Landscape Aware Algorithm Configuration
… if optimal performance is to be obtained from an algorithm on a specific problem or if a collection of algorithms are going to be compared in a fair manner. Unfortunately, adequately addressing the issue of parameter selection is time consuming and computationally expensive. Searching for …
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Sequential Optimization for Prospective Customer Segmentation and Content Targeting
… approach (batched sequential model-based algorithm configuration, or B-SMAC) is developed to automatically and intelligently target online advertisements through iterative batch experimentation. The result, verified through simulation and field experiment, is the maximization and …
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Algorithm selection, scheduling and configuration of Boolean constraint solvers
… that is, a set of different solvers or solver configurations. We present three new automatic portfolio methods: (i) automatic construction of parallel portfolio solvers (ACPP) via algorithm configuration,(ii) solving the $NP$-hard problem of finding effective algorithm schedules with Answer Set …