Artificial Intelligence in the 21st Century (Computer Science)

Stephen Lucci, Danny Kopec

商品描述

This new edition provides a comprehensive, colorful, up to date, and accessible presentation of AI without sacrificing theoretical foundations. It includes numerous examples, applications, full color images, and human interest boxes to enhance student interest. New chapters on robotics and machine learning are now included. Advanced topics cover neural nets, genetic algorithms, natural language processing, planning, and complex board games. A companion DVD is provided with resources, applications, and figures from the book. Numerous instructors’ resources are available upon adoption.

FEATURES:

• Includes new chapters on robotics and machine learning and new sections on speech understanding and metaphor in NLP

• Provides a comprehensive, colorful, up to date, and accessible presentation of AI without sacrificing theoretical foundations

• Uses numerous examples, applications, full color images, and human interest boxes to enhance student interest

• Introduces important AI concepts e.g., robotics, use in video games, neural nets, machine learning, and more thorough practical applications

• Features over 300 figures and color images with worked problems detailing AI methods and solutions to selected exercises

• Includes DVD with resources, simulations, and figures from the book

• Provides numerous instructors’ resources, including: solutions to exercises, Microsoft PP slides, etc.

商品描述(中文翻譯)

這本新版提供了一個全面、豐富多彩、最新且易於理解的人工智慧(AI)介紹,同時也不會忽略理論基礎。書中包含了許多例子、應用、全彩圖片和引人入勝的人文興趣盒子,以增加學生的興趣。新版還新增了關於機器人和機器學習的章節。高級主題包括神經網絡、遺傳算法、自然語言處理、規劃和複雜棋盤遊戲。書附帶一個DVD,其中包含了來自書中的資源、應用和圖片。還有許多教師資源可供採用時使用。

特點:
• 新增了關於機器人和機器學習的章節,以及關於語音理解和自然語言處理中的隱喻的新節
• 提供了一個全面、豐富多彩、最新且易於理解的AI介紹,同時也不會忽略理論基礎
• 使用了許多例子、應用、全彩圖片和引人入勝的人文興趣盒子,以增加學生的興趣
• 引入了重要的AI概念,例如機器人、在視頻遊戲中的應用、神經網絡、機器學習等,並更詳細地介紹了實際應用
• 包含超過300個圖片和彩色圖像,並提供了解釋AI方法和選定練習題解答的解題過程
• 附帶DVD,其中包含了來自書中的資源、模擬和圖片
• 提供了許多教師資源,包括練習題解答、Microsoft PP幻燈片等。