The LION Way: Learning plus Intelligent Optimization
暫譯: LION 方法:學習加上智能優化

Roberto Battiti, Mauro Brunato

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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.

商品描述(中文翻譯)

學習與智能優化(LION)是從數據中學習與優化的結合,應用於解決複雜和動態的問題。LION 的方法是提高自動化水平,並將數據直接連接到決策和行動上。決策者可以以自助的方式直接掌握更多的權力,而無需依賴數據科學家的中介層。LION 是一個複雜的機制陣列,就像汽車中的引擎,但使用者(駕駛者)不需要了解引擎的內部運作,就能體會到其巨大的好處。LION 的採用將引發一場創新的草原大火,未來幾十年將影響大多數企業。企業就像在易燃生態系統中的植物,通過適應和採納 LION 技術來生存和繁榮,否則將面臨被競爭擴散轉變為灰燼的風險。

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