Contemporary Artificial Intelligence

Richard E. Neapolitan, Xia Jiang

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August 25, 2012 by Chapman and Hall/CRC
Textbook - 515 Pages - 198 B/W Illustrations
ISBN 9781439844694 - CAT# K11981

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Features

  • Focuses on AI-based algorithms that are currently used to solve diverse problems
  • Enables students to solve problems and improve their computer science skills
  • Introduces difficult concepts with simple, accessible examples
  • Covers large-scale applications of probability-based methods
  • Uses straightforward descriptions rather than complex mathematical notations

Summary

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.

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