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Artificial Intelligence in the 21st Century 2nd Edition by Stephen Lucci, Danny Kopec ISBN 1942270003 9781942270003

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Product details:

ISBN 10:   1942270003
ISBN 13: 978-1942270003
Author: Stephen Lucci, Danny Kopec  

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.

eBook Customers: Companion files are available for downloading with order number/proof of purchase by writing to the publisher at [email protected].

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.

 

 Artificial Intelligence in the 21st Century 2nd Table of contents:

PART 1: INTRODUCTION

Chapter 1 Overview of Artificial Intelligence

PART II: FUNDAMENTALS

Chapter 2 Uninformed Search

Chapter 3 Informed Search

Chapter 4 Search Using Games

Chapter 5 Logic in Artificial Intelligence

Chapter 6 Knowledge Representation

Chapter 7 Production Systems

PART III: KNOWLEDGE-BASED SYSTEMS

Chapter 8 Uncertainty in AI

Chapter 9 Expert Systems

Chapter 10 Machine Learning : Part I Inductive Learning with Decision Trees

Chapter 11 Machine Learning : Part II Neural Networks

Chapter 12 Search Inspired by Mother Nature

PART IV: ADVANCED TOPICS

Chapter 13 Natural Language Understanding

Chapter 14 Automated Planning

PART V: THE PRESENT AND FUTURE

Chapter 15 Robotics

Chapter 16 Advanced Computer Games

Chapter 17 Reprise

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