The LION Way: Learning plus Intelligent Optimization

Roberto Battiti, Mauro Brunato

  • 出版商: CreateSpace Independ
  • 出版日期: 2014-02-21
  • 售價: $1,136
  • 貴賓價: 9.5$1,079
  • 語言: 英文
  • 頁數: 366
  • 裝訂: Paperback
  • ISBN: 1496034023
  • ISBN-13: 9781496034021
  • 相關翻譯: 機器學習與優化 (簡中版)

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商品描述

Learning and Intelligent Optimization (LION) is the combination of learning from data and optimization applied to solve complex and dynamic problems. The LION way is about increasing the automation level and connecting data directly to decisions and actions. More power is directly in the hands of decision makers in a self-service manner, without resorting to intermediate layers of data scientists. LION is a complex array of mechanisms, like the engine in an automobile, but the user (driver) does not need to know the inner workings of the engine in order to realize its tremendous benefits. LION's adoption will create a prairie fire of innovation which will reach most businesses in the next decades. Businesses, like plants in wildfire-prone ecosystems, will survive and prosper by adapting and embracing LION techniques, or they risk being transformed from giant trees to ashes by the spreading competition.