Book description
Artificial Intelligence in BASIC presents some of the central ideas and practical applications of artificial intelligence (AI) using the BASIC programs. This eight-chapter book aims to explain these ideas of AI that can be used to produce programs on microcomputers. After providing an overview of the concept of AI, this book goes on examining the features and difficulties of a heuristic solution in a wide range of human problems. The discussion then shifts to the application of a heuristic solution to a two-ply search program for a two-person game. The following chapters are devoted to the other components of AI, including the expert systems, memory structure, pattern recognition, and language. The concluding chapter deals with the alternative and auxiliary approaches to the study of AI and its practical applications. Computer scientists and programmers will find this work invaluable.
Table of contents
- Front Cover
- Artificial Intelligence in BASIC
- Copyright Page
- Table of Contents
- Chapter 1. Computer Intelligence: Fact, Fiction and Future
-
Chapter 2. The Heuristic Approach
- Solving problems
- Heuristics
- Computer and human heuristics
- The tile game
- A program to solve the tile problem
- Searching for a solution
- A heuristic for the tile game
- Evaluation
- Thinking ahead
- The move tree
- Increasing the depth of the search
- A two-ply tile game program
- Evaluation and suggestions
- Heuristics in general
- Chapter 3. When Heuristics Meet: the Strategy of Competition
-
Chapter 4. Thinking and Reasoning: Expert Systems
- A general problem solver
- Humans solving problems
- The Aardvark program
- More work on Aardvark
- On being over-confident
- Probability
- The laws of uncertain thought?
- Uncertain evidence
- Alternatives to probability: fuzzy logic
- The condition and the conclusion
- Learning noughts and crosses
- Aardvark and noughts and crosses
- Nought and crosses and game playing
- The universal expert?
- Chapter 5. The Structure of Memory
- Chapter 6. Pattern Recognition
- Chapter 7. Language
- Chapter 8. Approaching Intelligence
- Further Reading
- Index
Product information
- Title: Artificial Intelligence in Basic
- Author(s):
- Release date: September 2013
- Publisher(s): Newnes
- ISBN: 9781483141435
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