Design of Logic-based Intelligent Systems 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Truemper, Klaus 作者

John Wiley & Sons Inc

译者

2004-5 出版日期

352 页数

969.00元价格

HRD

丛书系列

9780471484035 图书编码

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Principles for constructing intelligent systems

Design of Logic-based Intelligent Systems develops principles and methods for constructing intelligent systems for complex tasks that are readily done by humans but are difficult for machines. Current Artificial Intelligence (AI) approaches rely on various constructs and methods (production rules, neural nets, support vector machines, fuzzy logic, Bayesian networks, etc.). In contrast, this book uses an extension of propositional logic that treats all aspects of intelligent systems in a unified and mathematically compatible manner.

Topics include:

* Levels of thinking and logic

* Special cases: expert systems and intelligent agents

* Formulating and solving logic systems

* Reasoning under uncertainty

* Learning logic formulas from data

* Nonmonotonic and incomplete reasoning

* Question-and-answer processes

* Intelligent systems that construct intelligent systems

Design of Logic-based Intelligent Systems is both a handbook for the AI practitioner and a textbook for advanced undergraduate and graduate courses on intelligent systems. Included are more than forty algorithms, and numerous examples and exercises. The purchaser of the book may obtain an accompanying software package (Leibniz System) free of charge via the internet at leibnizsystem.com.

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