This book discusses the application of Computational Intelligence techniques in biology, particularly in understanding gene regulatory networks and homeostatic regulation. These techniques, such as genetic algorithms and genetic programming, play a crucial role in analyzing gene expression data and inferring regulatory networks. The proposed "A Novel Genetic Programming Approach for Inferring Gene Regulatory Network" algorithm utilizes Polish notation to fit ordinary differential equation models to gene regulatory systems based on time series gene expression data. The algorithm shows...