CA318 - Advanced Algorithms and AI Search
Green shows special notes to read if you are trying to run a neural network.
I often use
to distinguish from
I will hold one or two
labs for the practical.
- Coverage of both the
symbolic and the biological approaches to AI
in one book:
- Genetic Algorithms:
- Neural Networks:
Philip D. Wasserman, 1989.
- Library 006.3.WAS.
Neural Network Architectures: An Introduction,
Judith Dayhoff, 1990.
- Library 006.3.DAY.
An Introduction to Neural Computing,
Igor Aleksander and Helen Morton, 2nd edn, 1995.
- Library 006.3.ALE.
"Learning Internal Representations by Error Propagation",
Rumelhart et al,
Chapter 8 in Parallel Distributed Processing,
Rumelhart and McClelland,
- Library 153.RUM.
Neural Networks - A Systematic Introduction
by Raúl Rojas, 1996.
by Tom M. Mitchell, 1997.
Neural Networks in a Softcomputing Framework
by Ke-Lin Du and M.N.S. Swamy, 2006.
- 006 - Special computer methods
- 006.3 - Artificial Intelligence
- 629 - Other branches of engineering
- 629.8 - Automatic control engineering (robotics)
- 100 - Philosophy and psychology
- 120 - Epistemology, causation, humankind
- 150 - Psychology
- 153 - Mental processes and intelligence
Copyright of Luger and Morelli images
- I use some images from Luger's book
in this course.
These images will be protected by a password I will give out in class.
Images can be used for class access
but not public access on the Web.
This work is protected by regional copyright laws and is provided solely for the use of instructors in teaching their courses and assessing student learning. Dissemination or sale of any part of this work (including on the Internet) will destroy the integrity of the work and is not permitted. The copyright holder grants permission to instructors who have adopted the textbook accompanying this work to post this material online only if the use of the website is restricted by access codes to students in the instructor's class that is using the textbook and provided the reproduced material bears this copyright notice.
- I also use some images from Morelli's course below.
These images are used with the kind permission of Ralph Morelli.
Morelli course (gone)
This course was formerly useful as another way of seeing the concepts.
But unfortunately it is now down.