Online version of GEP book: Chapter 5
- Dear Colleagues,
The fifth chapter of my book GENE EXPRESSION PROGRAMMING: MATHEMATICAL
MODELING BY AN ARTIFICIAL INTELLIGENCE is now available to browse online at:
The book has 7 chapters and the first five are now available (1
Introduction; 2 The Entities of Gene Expression Programming; 3 The Basic
Gene Expression Algorithm; and 4 The Basic GEA in Problem Solving; 5 Design
of Neural Networks). The remaining two chapters (6 Combinatorial
Optimization; and 7 Evolutionary Studies) will follow shortly.
Entries for Chapter 5:
Chapter 5: DESIGN OF NEURAL NETWORKS
1. Genes with multiple domains for neural network simulation
2. Special search operators
2.1. Domain-specific transposition
2.2. Intragenic two-point recombination
2.3. Direct mutation of weights and thresholds
3. Solving problems with GEP neural networks
3.1. Neural network for the exclusive-or problem
3.2. Neural network for the 6-multiplexer
4. Evolutionary dynamics of GEP-nets
I hope you enjoy it.
Candida Ferreira, Ph.D.
Chief Scientist, Gepsoft
GEP: Mathematical Modeling by an Artificial Intelligence
Get APS 3.0 Std free with the book!