Concepedia

Theory of Genetic Algorithms II: models for genetic operators over the string-tensor representation of populations and convergence to global optima for arbitrary fitness function under scaling

Lothar M. Schmitt

Theoretical Computer Science · 2003 · 125 citations · 47 references

Concepts

ArchitectureMathematicsAlgorithmsEvolutionary TheoryOptimizationCrossover OperatorsEvolutionary ComputationGenetic AlgorithmsGlobal OptimizationMutation OperatorsPopulation-based SearchEvolutionary AlgorithmsFitness ScalingGenetic Algorithm OptimizationGlobal OptimaLocal OptimaPopulation-based OptimizationPremature ConvergenceRepresentation In Evolutionary Algorithms

References

47

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

Computing, Computer Science, Algorithms +14

Genetic Algorithms in Search, Optimization & Machine Learning

D. E. Goldberg · Medical Entomology and Zoology · 1989 · 2.3K citations

Computing, Computer Science, Algorithms +13

Convergence analysis of canonical genetic algorithms

Günter Rudolph · IEEE Transactions on Neural Networks · 1994 · 1.5K citations

Natural Sciences, Mathematics, Algorithms +16

Reducing bias and inefficiency in the selection algorithm

James E. Baker · international conference on Genetic algorithms · 1987 · 1.4K citations

Public Health, Biostatistics, Machine Learning +11

Theory of genetic algorithms

Lothar M. Schmitt · Theoretical Computer Science · 2001 · 515 citations

Computing, Computer Science, Algorithms +11