Natural Selection, Inc.®
was created to bring the cutting edge of high technology to bear on
real-world problems in industry, medicine, and defense. With the
ever-increasing speed of computers, we are now in a position to apply
sophisticated computational intelligence algorithms to many of these
problems without requiring expensive supercomputing.
Natural Selection, Inc.®
relies on many technologies to address difficult problems such as
factory scheduling, agent-based combat simulations, and breast cancer
detection from mammograms. Essential to these technologies are the areas
of evolutionary computation, neural networks, and fuzzy systems.
Traditional artificial intelligence relies on capturing rules and
knowledge from human experts. Although this may be useful to some
degree, we can go beyond the limits of human knowledge and allow the
computer to generate and test its own solutions to problems that may
prove even more worthwhile.