Genetic Programming and Neural Networks

[manolakis]

Hi there

Does anybody know how can we optimize the architecture of an ANN network using Genetic Programming. Is any package which uses JGAP to do that. I know that JOONEGAP uses jgap's Genetic Algorithms but I dont think it uses Genetic Programming.

Thanks

[ahyeek]

You can refer to here for Artificial Neural Network (ANN) simulation program code implemented in C#. This simulation program is a very good learning tutorial for student to understand Neural Network nature. Simulation contain animated graph with all neural network required parameters showing. Lot features to explain here... You can try to download the program and have a try:
ADALINE TDL Neural Network Simulation In CSharp (C#)

About Genetic Algorithm programming, you can refer to here for program code implemented in C# as well.
Same concepts, the simulation is developed purposely for learning purpose with all genetic algorithm parameters in show for exam. Several moving graph showing the analysis for further understanding.

There are a lots of other useful an interesting features implemented in the simulator and the author think it will be too much to state here. So, let download the system and try it! You will discover more....

Genetic Algorithm (GA) In Solving Vehicle Routing Problem

manolakis wrote:

Hi there

Does anybody know how can we optimize the architecture of an ANN network using Genetic Programming. Is any package which uses JGAP to do that. I know that JOONEGAP uses jgap's Genetic Algorithms but I dont think it uses Genetic Programming.

Thanks

[manolakis]

Ahyeek,

Many thanks for your reply. I had a look at the web site and the program seems really interesting. I was just wondering how can we use the GA algorithm of that program to find appropriate connections for the ANN (or for the map if you want) with appropriate weights.


Thank you very much
Manolakis



You can refer to here for Artificial Neural Network (ANN) simulation program code implemented in C#. This simulation program is a very good learning tutorial for student to understand Neural Network nature. Simulation contain animated graph with all neural network required parameters showing. Lot features to explain here... You can try to download the program and have a try:
ADALINE TDL Neural Network Simulation In CSharp (C#)

About Genetic Algorithm programming, you can refer to here for program code implemented in C# as well.
Same concepts, the simulation is developed purposely for learning purpose with all genetic algorithm parameters in show for exam. Several moving graph showing the analysis for further understanding.

There are a lots of other useful an interesting features implemented in the simulator and the author think it will be too much to state here. So, let download the system and try it! You will discover more....

Genetic Algorithm (GA) In Solving Vehicle Routing Problem

manolakis wrote:

Hi there

Does anybody know how can we optimize the architecture of an ANN network using Genetic Programming. Is any package which uses JGAP to do that. I know that JOONEGAP uses jgap's Genetic Algorithms but I dont think it uses Genetic Programming.

Thanks