Optimizing epochal evolutionary search: population-size independent theory

Optimizing Epochal Evolutionary Search: Population-Size Independent Theory

Epochal dynamics, in which long periods of stasis in population fitness are punctuated by sudden innovations, is a common behavior in both natural and artificial evolutionary processes. We use a recent quantitative mathematical analysis of epochal evolution to estimate, as a function of population size and mutation rate, the average number of fitness function evaluations to reach the global opt...

Toward Evolutionary Innovation Theory

Abstract: Innovations, commercialized by new or old established firms, located at the core of industrial renewal process. The innovation concept has suffered transformations, along with the evolution of the models that try to explain and understand the innovation process. The innovative process corresponds to all activities that generate technological changes and the dynamic interaction between...

TOWARD EVOLUTIONARY INNOVATION THEORY

Innovations, commercialized by new or old established firms, located at the core of industrial renewal process. The innovation concept has suffered transformations, along with the evolution of the models that try to explain and understand the innovation process. The innovative process corresponds to all activities that generate technological changes and the dynamic interaction between them, not...

Evolutionary - Driven Agent Adaptation in Optimizing Search : Initial Results

History Independent Prediction in Evolutionary Game Theory*

research interests include evolution and learning in games and the economics of technological standardization. Abstract We survey three classes of models from evolutionary game theory which make history independent predictions: stochastic stability, stochastic stability with local interaction, and cheap talk. We argue that of the three, only local interaction models yield credible history indep...