Adaptive Business Intelligence (Hardcover)
暫譯: 自適應商業智慧 (精裝版)

Zbigniew Michalewicz, Martin Schmidt, Matthew Michalewicz, Constantin Chiriac

Adaptive Business Intelligence (Hardcover)
  • 出版商: Springer
  • 出版日期: 2006-11-10
  • 售價: $2,500
  • 貴賓價: 9.5 折 $2,375
  • 語言: 英文
  • 頁數: 246
  • 裝訂: Hardcover
  • ISBN: 3540329285
  • ISBN-13: 9783540329282
  • 相關分類: Data-mining

    • 立即出貨 (庫存=1)

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商品描述

Description

Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address fundamental questions: What is likely to happen in the future? What is the best course of action? Adaptive Business Intelligence explores elements of data mining, predictive modeling, forecasting, optimization, and adaptability. The book explains the application of numerous prediction and optimization techniques, and shows how these concepts can be used to develop adaptive systems. Coverage includes linear regression, time-series forecasting, decision trees and tables, artificial neural networks, genetic programming, fuzzy systems, genetic algorithms, simulated annealing, tabu search, ant systems, and agent-based modeling.

 

商品描述(中文翻譯)

**描述**

自適應商業智慧系統結合預測和優化技術，以協助決策者在複雜且快速變化的環境中做出決策。這些系統解決了基本問題：未來可能會發生什麼？最佳的行動方案是什麼？《自適應商業智慧》探討了資料探勘、預測建模、預測、優化和適應性的元素。這本書解釋了多種預測和優化技術的應用，並展示了如何利用這些概念來開發自適應系統。內容涵蓋線性回歸、時間序列預測、決策樹和決策表、人工神經網路、遺傳編程、模糊系統、遺傳演算法、模擬退火、禁忌搜尋、蟻群系統和基於代理的建模。

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