On Growth, Form and Computers

Front Cover
Sanjeev Kumar, Peter J. Bentley
Elsevier Science, Dec 8, 2003 - Computers - 444 pages
This volume provides an introduction to developmental biology and computational development; it makes clear key biological and computational concepts and ideas. The volume contains chapters on important topics in developmental biology and computational development from different researchers in the fields. It acts as an introductory guide to the two different disciplines. The book is organized into five sections. The first section deals with developmental biology, exploring topics such as relationships between development and evolution, pattern formation, cell signalling and plasticity. The second section begins to formalize ideas through mathematical and computational models of developmental regulatory networks, pattern formation, plant development and Dictyostelium discoideum development. The third section explores the relationships between physics and development and illustrates the importance of effects such as surface tension and contact-mediated inhibition through examples and computer models. In the fourth section we begin to move away from models designed to explain biological processes and towards algorithms designed to be useful for problem solving in computer science. Here we investigate development-inspired computer algorithms to examine the evolution of evolvability, gene regulatory networks, pattern generation and differentiation. The final section focuses on practical technological applications of development-inspired computation. A glossary is included at the back to help out with all the terminology.

About the author (2003)

Peter J. Bentley is a Honorary Research Fellow at University College London, known for his research covering all aspects of EC, including multiobjective optimization, constraint handling, artificial immune systems, computational embryology and more, and applied to diverse applications including floor-planning, control, fraud-detection, and music composition. He speaks regularly at international conferences, and is a consultant, convenor, chair and reviewer for workshops, conferences, journals and books on Evolutionary Design and Evolutionary Computation. He has been a guest editor of special issues on Evolutionary Design and Creative Evolutionary Systems in journals, and is the editor of the book Evolutionary Design by Computers (MKP) and is the author of the popular science book, Digital Biology, to publish in May 2001.