Philip F. Hingston & Luigi C. Barone 
Design by Evolution [PDF ebook] 
Advances in Evolutionary Design

Biology.- Evolutionary Design in Biology.- Intelligent Design and Evolutionary Computation.- Inference of Genetic Networks Using an Evolutionary Algorithm.- Synthetic Biology: Life, Jim, but Not As We Know It.- Dancing with Swarms: Utilizing Swarm Intelligence to Build, Investigate, and Control Complex Systems.- Art.- Evolutionary Design in Art.- Natural Processes and Artificial Procedures.- Evolutionary Exploration of Complex Fractals.- Evolving the Mandelbrot Set to Imitate Figurative Art.- Evolutionary L-systems.- Embryogeny.- Evolutionary Design in Embryogeny.- Embryogenesis of Artificial Landscapes.- On Form and Function: The Evolution of Developmental Control.- Modularity in a Computational Model of Embryogeny.- Engineering.- Evolutionary Design in Engineering.- Engineering Optimization Using Evolutionary Algorithms: A Case Study on Hydro-thermal Power Scheduling.- Multimodal Function Optimization of Varied-Line-Spacing Holographic Grating.- GPBG: A Framework for Evolutionary Design of Multi-domain Engineering Systems Using Genetic Programming and Bond Graphs.