A new computing architecture that mimics the behavior of biological cells, called a Whole Cell Computer (WCC) is disclosed. The WCC is a computational architecture based on the biochemical processing of cells. It represents both a specialization and an extension of membrane computing. It is derived from the properties of biological cells and has extensive statistical redundancy built in. It can be programmed using genetic programming techniques.