Contemporary Artificial Intelligence (Hardcover)

Richard E. Neapolitan

  • 出版商: CRC
  • 出版日期: 2012-08-25
  • 定價: $2,980
  • 售價: 5.0$1,490
  • 語言: 英文
  • 頁數: 515
  • 裝訂: Hardcover
  • ISBN: 1439844690
  • ISBN-13: 9781439844694
  • 相關分類: 人工智慧
  • 立即出貨(限量) (庫存=2)

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商品描述

The notion of artificial intelligence (AI) often sparks thoughts of characters from science fiction, such as the Terminator and HAL 9000. While these two artificial entities do not exist, the algorithms of AI have been able to address many real issues, from performing medical diagnoses to navigating difficult terrain to monitoring possible failures of spacecrafts. Exploring these algorithms and applications, Contemporary Artificial Intelligence presents strong AI methods and algorithms for solving challenging problems involving systems that behave intelligently in specialized domains such as medical and software diagnostics, financial decision making, speech and text recognition, genetic analysis, and more.

 

One of the first AI texts accessible to students, the book focuses on the most useful problem-solving strategies that have emerged from AI. In a student-friendly way, the authors cover logic-based methods; probability-based methods; emergent intelligence, including evolutionary computation and swarm intelligence; data-derived logical and probabilistic learning models; and natural language understanding. Through reading this book, students discover the importance of AI techniques in computer science.

商品描述(中文翻譯)

「人工智慧(AI)」這個詞常常讓人聯想到科幻小說中的角色,例如「終結者」和「HAL 9000」。雖然這兩個人工實體並不存在,但AI的演算法已經能夠解決許多現實問題,從進行醫學診斷到在困難地形中導航,再到監控太空船可能的故障。《當代人工智慧》探索了這些演算法和應用,提供了解決涉及在特定領域中智能行為的系統所面臨的困難問題的強大AI方法和演算法,例如醫學和軟體診斷、金融決策、語音和文字識別、基因分析等等。

這本書是學生們可以理解的第一本AI教材,重點介紹了從AI中出現的最有用的問題解決策略。作者以學生友好的方式介紹了基於邏輯的方法、基於概率的方法、新興智能(包括進化計算和群體智能)、基於數據的邏輯和概率學習模型,以及自然語言理解。通過閱讀這本書,學生們將發現AI技術在計算機科學中的重要性。