A classification of long-term evolutionary dynamics
ALIFE Proceedings of the sixth international conference on Artificial life
Perpetuating evolutionary emergence
Proceedings of the fifth international conference on simulation of adaptive behavior on From animals to animats 5
Abandoning objectives: Evolution through the search for novelty alone
Evolutionary Computation
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Bedau and Packard's evolutionary activity statistics [1, 2] are used to classify the evolutionary dynamics in Geb [3, 4], a system designed to verify and extend theories behind the generation of evolutionary emergent systems. The result is that, according to these statistics, Geb exhibits unbounded evolutionary activity, making it the first autonomous artificial system to pass this test. However, having passed it, the most prudent course of action is to look for weaknesses in the test. Two weaknesses are identified and approaches for overcoming them are proposed.