Practical algorithms for incremental growth.
This report considers some of the practical issues involved in the implementation of Incremental Growth or Incremental Evolution algorithms as outlined in the paper: Incremental Growth in Modular Neural Networks (doi:10.1016/j.engappai.2008.11.002), originally published in the journal Engineering Applications of Artificial Intelligence and the article: Minds for Robots, published in the magazine Electronics World. These algorithms allow a Neural Network or similar system to grow, piece by piece, in a controlled manner. The sections below consider the data structures, algorithms and programming techniques which can be used and also addresses unit functionality and possibilities for interesting further work.
|Report Type||Research Report|
|Publication Date||Dec 31, 2010|
|Publisher||New Publisher Required|
|Institution Citation||MACLEOD, C. 2010. Practical algorithms for incremental growth. Aberdeen: Robert Gordon University.|
|Keywords||Algorithms; Incremental Growth|
MACLEOD 2010 Practical Algorithms for Incremental