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Evolutionary strategies for solving frustrated problems

: Ebeling, W.; Rose, H.; Schuchhardt, J.


Michalewicz, Z. ; Institute of Electrical and Electronics Engineers -IEEE-:
First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence 1994. Proceedings. Vol.1 : June 27 - June 29, 1994, Walt Disney World Dolphin Hotel, Orlando, Florida
Piscataway, NJ: IEEE, 1994
ISBN: 0-7803-1899-4
ISBN: 0-7803-1900-1
Conference on Evolutionary Computation (ICEC) <1, 1994, Orlando/Fla.>
World Congress on Computational Intelligence (WCCI) <1, 1994, Orlando/Fla.>
Fraunhofer FIRST ()

The main elementary processes and strategies of evolution are investigated and described by simple mathematical models (stochastic networks). Special attention is devoted to Fisher-Eigen type models as well as to Boltzmann-, Darwin- and Haeckel- strategies modelling basic elements of frustrated problems in biological evolution respectively. Several applications of evolutionary strategies to frustrated optimization problems are discussed, in particular the evolution of complex strings satisfying contradictory conditions and the optimization of a network of streets connecting a random distribution of points.