Theory of genetic algorithms

LM Schmitt - Theoretical Computer Science, 2001 - Elsevier
(i) We investigate spectral and geometric properties of the mutation-crossover operator in a
genetic algorithm with general-size alphabet. By computing spectral estimates, we show …

Dynamic fitness landscapes in molecular evolution

CO Wilke, C Ronnewinkel, T Martinetz - Physics Reports, 2001 - Elsevier
We study self-replicating molecules under externally varying conditions. Changing
conditions such as temperature variations and/or alterations in the environment's resource …

Theory of genetic algorithms II: models for genetic operators over the string-tensor representation of populations and convergence to global optima for arbitrary fitness …

LM Schmitt - Theoretical Computer Science, 2004 - Elsevier
We present a theoretical framework for an asymptotically converging, scaled genetic
algorithm which uses an arbitrary-size alphabet and common scaled genetic operators. The …

[PDF][PDF] Indexed bibliography of genetic algorithms theory and comparisons

JT Alander - 1995 - researchgate.net
An Indexed Bibliography of Genetic Algorithms Theory and Comparisons Page 1 An Indexed
Bibliography of Genetic Algorithms Theory and Comparisons compiled by Jarmo T. Alander …

Theory of coevolutionary genetic algorithms

LM Schmitt - Parallel and Distributed Processing and Applications …, 2003 - Springer
We discuss stochastic modeling of scaled coevolutionary genetic algorithms (coev GA)
which converge asymptotically to global optima. In our setting, populations contain several …

Asymptotic Convergence of Scaled Genetic Algorithms to Global Optima: A gentle introduction to the theory

LM Schmitt - Frontiers of evolutionary computation, 2004 - Springer
We present a self-contained theoretical framework for a scaled genetic algorithm over the
alphabet {0, 1} which converges asymptotically to global optima as anticipated by Davis and …

Optimization with genetic algorithms in multispecies environments

L Schmitt - Proceedings Fifth International Conference on …, 2003 - ieeexplore.ieee.org
We discuss a converging'scaled coevolutionary genetic algorithm'(scGA) in a setting where
populations contain fixed numbers of interacting creatures of several types. The interaction …

On the design of a register queue based processor architecture (FaRM-rq)

BA Abderazek, S Shigeta, T Yoshinaga… - Parallel and Distributed …, 2003 - Springer
We propose in this paper a processor architecture that supports multi instructions set
through run time functional assignment algorithm (RUNFA). The above processor, which is …

[PDF][PDF] Dynamic Fitness landscapes in the Quasispecies model

CO Wilke, C Ronnewinkel, T Martinetz - Physics Reports, 2008 - Citeseer
The quasispecies model is studied for the special case of externally varying replication
rates. Most emphasis is laid on periodic time dependencies, but other cases are considered …

Optimizing the performance of GNU-Chess with a genetic algorithm

T Mitsuta, LM Schmitt - Proceedings of the 13th International Conference …, 2010 - dl.acm.org
We apply an artificial intelligence method based upon a distributed simple genetic algorithm
which optimizes by" learning from a mentor" to enhance the performance of the open …