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Visual Basic Developers Guide to ASP and IIS: Build Powerful Server-Side Web Applications with Visual Basic. (Visual Basic Developers Guides) - page 1
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Jones A. Russell
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Table of Contents
Table of Contents
BackCover
AI Application Programming
Preface
Chapter 1: History of AI
Strong and Weak AI
The Result of AI
AI s Modern Timeline
Branches of AI
Key Researchers
Philosophical, Moral, and Social Issues
Structure of this Book
References
Resources
Chapter 2: Simulated Annealing
Simulated Annealing Algorithm
Sample Iteration
Sample Problem
Source Discussion
Sample Run
Adjusting the Algorithm Parameters
Other Applications
Summary
References
Chapter 3: Introduction to Adaptive Resonance Theory (ART1)
Biological Motivations
The ART1 Algorithm
Using ART1 for Personalization
Source Code Discussion
Sample Output
Privacy Issues
Other Applications
Summary
References
Resources
Chapter 4: Ant Algorithms
Ant Algorithm
Sample Iteration
Sample Problem
Source Code Discussion
Sample Runs
Adjusting the Algorithm Parameters
Other Applications
Summary
References
Resources
Chapter 5: Introduction to Neural Networks and the Backpropagation Algorithm
Single Layer Perceptrons
Multiple-Layer Networks
Backpropagation Learning
Evolving Game AI Behaviors
Source Discussion
Neurocontroller Learning
Neurocontroller Memory
Other Applications
Summary
References
Resources
Chapter 6: Introduction to Genetic Algorithms
The Genetic Algorithm
Genetic Operators
GA Through Example
Sample Problem
Source Discussion
Sample Runs
Tweaking the Parameters and Processes
Problems with the Genetic Algorithm
Other Applications
Summary
References
Resources
Chapter 7: Artificial Life
Simulating Food Chains
Food Chain Model
Competition
Sample Iteration
Source Discussion
Sample Results
Interesting Strategies
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Jones A. Russell
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