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Titlebook: Instance-Specific Algorithm Configuration; Yuri Malitsky Book 2014 Springer International Publishing Switzerland 2014 Adaptive algorithms.

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Yuri Malitskyritical approach to life, we shall analyse in the first section of the paper, through the novel mentioned in the title thereof, the idea of an absolute vital drive that we shall call “brutishness” because it gainsays the metaphysical tradition that identifies man, life and reason; according to the i
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e choice of Islam in this study is closely related to the emergence of a critical social order in all regions affected by the rise of political Islam since the Iranian Revolution of 1979. It will be shown that . in the Shi’i Islam justifies a confiscatory regime by dispossessing people from all ‘own
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Instance-Specific Algorithm Configuration,er tuner then finds the best parameters for the solver of each cluster. Given a new instance, its features are computed and used to assign it to the appropriate cluster, where it is evaluated with the solver tuned for that particular cluster. This three-step approach is versatile and applicable to a
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Evolving Instance-Specific Algorithm Configuration,one by identifying when the incoming instances become sufficiently different from everything observed before, thus requiring a retraining step. The chapter shows how to identify this moment and how by doing so efficiently we can create an improved portfolio over the train-once methodology.
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Book 2014lly applied to a number of solvers competing in the SAT and MaxSAT International Competitions, winning a total of 18 gold medals between 2011 and 2014. . .The book will be of interest to researchers and practitioners in artificial intelligence, in particular in the area of machine learning and constraint programming..
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Yuri Malitskyviside profoundly and first clearly grasped as the nineteenth century closed, and which Kurt Gödel clinched for the twentieth. Such infinite open-endedness is . true of all the other less formalized sciences, and for system science par excellence. The moral is: work, observe, and record. Only in suc
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Yuri Malitskyviside profoundly and first clearly grasped as the nineteenth century closed, and which Kurt Gödel clinched for the twentieth. Such infinite open-endedness is . true of all the other less formalized sciences, and for system science par excellence. The moral is: work, observe, and record. Only in suc
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