Building Problem Solvers

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出版者:MIT Press 作者:Kenneth D. Forbus 出品人: 页数:405 译者: 出版时间:1993-11 价格:$ 101.70 装帧:HRD isbn号码:9780262061575 丛书系列:
图书标签
  • 机器学习
  • AI
  • 问题解决
  • 批判性思维
  • 创新思维
  • 学习策略
  • 教育心理学
  • 思维训练
  • 能力培养
  • 教学方法
  • 高效学习
  • 思维模式
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具体描述

For nearly two decades, Kenneth Forbus and Johan de Kleer have accumulated a substantial body of knowledge about the principles and practice of creating problem solvers. In some cases they are the inventors of the ideas or techniques described, and in others, participants in their development.Building Problem Solvers communicates this knowledge in a focused, cohesive manner. It is unique among standard artificial intelligence texts in combining science and engineering, theory and craft to describe the construction of AI reasoning systems, and it includes code illustrating the ideas.After working through Building Problem Solvers, readers should have a deep understanding of pattern directed inference systems, constraint languages, and truth maintenance systems. The diligent reader will have worked through several substantial examples, including systems that perform symbolic algebra, natural deduction, resolution, qualitative reasoning, planning, diagnosis, scene analysis, and temporal reasoning.Kenneth D. Forbus is Professor of Computer Science and Education at the Institute for Learning Sciences, Northwestern University. Johan de Kleer directs the Systems and Practices Laboratory at the Xerox Palo Alto Research Center.

作者简介

Kenneth D. Forbus is Professor of Computer Science and Education at Northwestern University. He is the author of Building Problem Solvers (MIT Press, 1993).

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