Machine learning plus intelligent optimization battiti brunato and check if the content and style of our book matches your interests download the free pdf if you are adopting the book for courses some slides and exercises are available at the lioncommunity subscribe if you want to be alerted about new free community materials . Optimization and learning ooptimization for learning select among a class of models one that is most consistent with the data provided eg minimizing the sum of squared differences olearning for optimization learning is used in optimization algorithms to build local models of the function to be optimized. The lion way machine learning plus intelligent optimization by roberto battiti mauro brunato publisher lionsolver inc 2013 number of pages 202 description learning and intelligent optimization lion is the combination of learning from data and optimization applied to solve complex and dynamic problems. I am the director of the lion lab machine learning and intelligent optimization recent co author of the lion way machine learning plus intelligent optimization with a rich experience in startup activities i am a fellow of the ieee class of 2009. By roberto battiti lion lab u degli studi di trento the lion way version 30 machine learning plus intelligent optimization by roberto battiti and mauro brunato this newly revised book presents two topics which are in most cases separated machine learning the design of flexible models from data and intelligent optimization the automated creation and selection of improving solutions
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