Design of Logic-Based Intelligent Systems Klaus Truemper

ISBN: 9781280557149

Published: May 9th 2014

ebook

352 pages


Description

Design of Logic-Based Intelligent Systems  by  Klaus Truemper

Design of Logic-Based Intelligent Systems by Klaus Truemper
May 9th 2014 | ebook | PDF, EPUB, FB2, DjVu, audiobook, mp3, ZIP | 352 pages | ISBN: 9781280557149 | 9.50 Mb

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.

CurrentMorePrinciples 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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