Toward a Theory of Evolution Strategies: the (; )-theory

نویسنده

  • Hans-Georg Beyer
چکیده

The multi-membered Evolution Strategy (ES) acting on parents and oospring is analyzed for real-valued, N-dimensional parameter spaces (N > 30). N-dependent progress rate formulas are derived for (1;) and (;) strategies on spherical models. The analytical results obtained are compared with simulation experiments for the (hyper)sphere and the inclined (hyper)plane.

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تاریخ انتشار 1994