%0 Journal Article %1 Whitley:2001:IST %A Whitley, Darrell %D 2001 %J Information and Software Technology %K Automated Evolution Evolutionary Parallel Search, algorithms algorithms, genetic programming, strategies, %N 14 %P 817--831 %R doi:10.1016/S0950-5849(01)00188-4 %T An overview of evolutionary algorithms: practical issues and common pitfalls %U http://www.sciencedirect.com/science/article/B6V0B-44D4196-3/1/f92596f9bf285c4ec4553d4cc40da4a0 %V 43 %X An overview of evolutionary algorithms is presented covering genetic algorithms, evolution strategies, genetic programming and evolutionary programming. The schema theorem is reviewed and critiqued. Gray codes, bit representations and real-valued representations are discussed for parameter optimization problems. Parallel Island models are also reviewed, and the evaluation of evolutionary algorithms is discussed.

@article{Whitley:2001:IST, abstract = {An overview of evolutionary algorithms is presented covering genetic algorithms, evolution strategies, genetic programming and evolutionary programming. The schema theorem is reviewed and critiqued. Gray codes, bit representations and real-valued representations are discussed for parameter optimization problems. Parallel Island models are also reviewed, and the evaluation of evolutionary algorithms is discussed.}, added-at = {2008-06-19T17:46:40.000+0200}, author = {Whitley, Darrell}, biburl = {https://www.bibsonomy.org/bibtex/2262f3b19e29bbe886c326a5b0d5e63bf/brazovayeye}, doi = {doi:10.1016/S0950-5849(01)00188-4}, interhash = {6bdaaa169d69eae443cd92f459be8f31}, intrahash = {262f3b19e29bbe886c326a5b0d5e63bf}, journal = {Information and Software Technology}, keywords = {Automated Evolution Evolutionary Parallel Search, algorithms algorithms, genetic programming, strategies,}, number = 14, pages = {817--831}, timestamp = {2008-06-19T17:54:10.000+0200}, title = {An overview of evolutionary algorithms: practical issues and common pitfalls}, url = {http://www.sciencedirect.com/science/article/B6V0B-44D4196-3/1/f92596f9bf285c4ec4553d4cc40da4a0}, volume = 43, year = 2001 }