Artificial Life Essay, Research Paper

Artificial life (commonly called a-life) is the term applied collectively to attempts being made to develop mathematical models and computer simulations of the ways in which living organisms develop, grow, and evolve. Researchers in this burgeoning field hope to gain deeper insights into the nature of organic life as well as into the further possibilities of COMPUTER science and robotics (see ROBOT). A-life techniques are also being used to explore the origins and chemical processes of metabolism. Some investigators have even proposed that some digital “life” in computers might already be considered a real life form.

Background

The term artificial life was coined in the 1980s by Christopher Langdon, a computer scientist at Los Alamos National Laboratory and the Santa Fe Institute. Langdon organized the first experimental workshop on the subject at Santa Fe in 1987. Since then other a-life conferences have taken place, drawing increasingly wider attention and a growing number of participants.

Theoretical studies of a-life, however, had been in progress long before the 1980s. Most notably, the Hungarian-born U.S. mathematician John VON NEUMANN, one of the pioneers of computer science, had begun to explore the nature of very basic a-life formats called cellular automata (see AUTOMATA,THEORY OF) in the 1950s. Cellular automata are imaginary mathematical “cells”-analogous to checkerboard squares-that can be made to simulate physical processes by subjecting them to certain simple rules called algorithms (see ALGORITHM). Before his death, von Neumann had developed a set of algorithms by which

a cellular automaton-a box shape with a very long tail-could “reproduce” itself.

Another important predecessor of a-life research was Dutch biologist Aristid Lindenmeyer. Interested in the mathematics of plant growth, Lindenmeyer found in the 1960s that through the use of a few basic algorithms-now called Lindenmeyer systems, or L-systems-he could model biochemical processes as well as

tracing the development of complex biological forms such as flowers. Computer-graphics programs now make use of L-systems to yield realistic three-dimensional images of plants.

The significance of Lindenmeyer’s contribution is evident in the fact that so-called “genetic algorithms” are now basic to research into a-life as well as many other areas of interest. Genetic algorithms, first described by

computer scientist John Holland of the University of Michigan in the 1970s, are comparable to L-systems. A computer worker trying to answer some question about a-life sets up a system-an algorithm-by which the computer itself rapidly grades the multiple possible answers that it has produced to the question. The most

successful of the solutions are then used to develop new software that yields further solutions, and the cycle is

repeated through several “generations” of answers.