Contemporary Artificial Intelligence (Hardcover)
暫譯: 當代人工智慧 (精裝版)
Richard E. Neapolitan
- 出版商: CRC
- 出版日期: 2012-08-25
- 定價: $2,980
- 售價: 5.0 折 $1,490
- 語言: 英文
- 頁數: 515
- 裝訂: Hardcover
- ISBN: 1439844690
- ISBN-13: 9781439844694
-
相關分類:
Machine Learning
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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)的概念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的演算法已能解決許多現實問題,從執行醫療診斷到導航困難地形,再到監控太空船的潛在故障。透過探索這些演算法和應用,當代人工智慧 提出了強大的AI方法和演算法,以解決涉及在專門領域(如醫療和軟體診斷、金融決策、語音和文本識別、基因分析等)中表現出智能行為的系統所面臨的挑戰性問題。
這本書是第一本可供學生接觸的AI教材之一,專注於從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涵蓋了基於邏輯的方法、基於概率的方法、包括進化計算和群體智慧的突現智能、基於數據的邏輯和概率學習模型,以及自然語言理解。透過閱讀這本書,學生將發現AI技術在計算機科學中的重要性。
