نتایج جستجو برای: parameter tuning

تعداد نتایج: 260958  

Journal: :journal of advances in computer research 0

in recent years, soft computing methods have generated a large research interest. the synthesis of the fuzzy logic and the evolutionary algorithms is one of these methods. a particular evolutionary algorithm (ea) is differential evolution (de). as for any ea, de algorithm also requires parameters tuning to achieve desirable performance. in this paper tuning the perturbation factor vector of de ...

2013
Lindawati Zhi Yuan Hoong Chuin Lau Feida Zhu

This paper is concerned with automated tuning of parameters of algorithms to handle heterogeneous and large instances. We propose an automated parameter tuning framework with the capability to provide instance-specific parameter configurations. We report preliminary results on the Quadratic Assignment Problem (QAP) and show that our framework provides a significant improvement on solutions qual...

Journal: :Journal of the Korean Data and Information Science Society 2015

Journal: :Computational Statistics & Data Analysis 2023

The tuning parameter selection strategy for penalized estimation is crucial to identify a model that both interpretable and predictive. However, popular strategies (e.g., minimizing average squared prediction error via cross-validation) tend select models with more predictors than necessary. A simple yet powerful cross validation proposed which based on maximizing the correlation between observ...

Journal: :IEICE Transactions on Information and Systems 2010

Journal: :Journal of Statistical Planning and Inference 2011

Journal: :International Journal on Document Analysis and Recognition (IJDAR) 2013

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