[Back 1992] Back, T. ( 1992 ). The Interaction of Mutation Rate, Selection, and Self-Adaption within a Genetic Algorithm . Germany: University of Dortmund.
[Holland 1962] Holland, J. ( 1962 ). "Concerning efficient adaptive systems." Self-Organizing Systems , (pp. 215 “230). Washington, D.C.: Spartan Books.
[Hollstein 1971] Hollstein, R. ( 1971 ). "Artificial Genetic Adaption in Computer Control Systems." Ph.D diss., University of Michigan.
[Koza 1992] Koza, J. ( 1992 ). Genetic Programming: On the Programming of Computers by Means of Natural Selection . Cambridge, Mass.: MIT Press.
[Shaffer 1993] Shaffer, R. ( 1993 ). "Practical Guide to Genetic Algorithms," available online at http://chemdiv-www.nrl.navy.mil/6110/6112/sensors/chemometrics/practga.html ( accessed January 17, 2003 )
Holland, J. 1975 . Adaption in Natural and Artificial Systems . Ann Arbor: The University of Michigan Press.
Koza, J. "Genetic Programming, Inc. Home Page," available online at http://www.genetic-programming.com
Download CD Content
Artificial life, or Alife is a
While artificial life is a large discipline with a variety of concerns, we'll focus here on what is called synthetic ethology. This is defined most succinctly by Bruce MacLennan:
Synthetic ethology is an approach to the study of animal behavior in which simple, synthetic organisms are allowed to behave and
evolve in a synthetic world. Because both the organisms and theirworlds are synthetic, they can beconstructed for specific purposes, particularly for testing specific hypotheses. [MacLennan]
Artificial life can then be described as the theory and practice for biological system modeling and simulation. One hope of researchers working with artificial life is that by modeling biological systems, we can come to a better understanding of why and how they work. Through the models, researchers can manipulate their environments to play "what if"
A food chain describes the hierarchy of living organisms within an ecosystem. For instance, consider a very simple abstracted food chain made up of three entities. At the bottom of the food chain is the plant. It derives its energy from the environment (rain, soil, and the sun). The
Figure 7.1:
Simple food chain.
By viewing Figure 7.1 as a dependency graph, it should be very clear that a delicate balance exists between the entities. What happens if the