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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)

ISBN: 0782125573
EAN: 2147483647

Year: 1999
Pages: 175

Authors: A. Russell Jones

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• 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
• Adjusting the Parameters
• Summary
• References
• Resources
• Chapter 8: Introduction to Rules-Based Systems
• Anatomy of a Rules-Based System
• Types of Rules-Based Systems
• Phases of a Rules-Based System
• Simple Example
• Sample Application
• Source Discussion
• Building a Rules Base
• Other Applications
• Problems with Rules-Based Systems
• Summary
• References
• Chapter 9: Introduction to Fuzzy Logic
• Fuzzy Quality of Service Example
• Membership Functions
• Fuzzy Control
• A Visual Fuzzy Control Example
• The Fuzzy Axioms
• Hedge Functions
• Why Use Fuzzy Logic?
• Sample Application
• Source Discussion
• Advantages to Fuzzy Logic
• Other Applications
• Summary
• Resources
• Chapter 10: The Bigram Model
• HMM Approximations
• Interesting Applications
• Sample Application
• Source Discussion
• Samples
• Ownership?
• Summary
• References
• Resources
• Chapter 11: Agent-Based Software
• Giving Agents Intelligence
• Sample Application
• Source Discussion
• Other Applications
• Summary
• References
• Resources
• Chapter 12: AI Today
• Building Artificial Animals
• Commonsense Reasoning and CYC
• Autonomic Computing
• AI and Scientific Discovery
• Affective Computing
• Semantic Web
• References
• Resources
• Appendix A: About the CD-ROM
• Adaptive Resonance Theory
• Ant Algorithms
• Backpropagation Algorithm
• Genetic Algorithms Genetic Programming
• Artificial Life Evolving Neural Networks
• Expert Systems
• Fuzzy Logic
• Hidden Markov Models
• Intelligent Agents
• System Requirements
• Index
• Index_B
• Index_C
• Index_D
• Index_E
• Index_F
• Index_G
• Index_H
• Index_I
• Index_K
• Index_L
• Index_M
• Index_N
• Index_O
• Index_P
• Index_R
• Index_S
• Index_T
• Index_U
• Index_V
• Index_W
• Index_X
• Index_Z
• List of Figures
• List of Tables
• List of Listings
• CD Content