Improved time complexity analysis of the Simple Genetic Algorithm
نویسندگان
چکیده
منابع مشابه
Improved time complexity analysis of the Simple Genetic Algorithm
A runtime analysis of the Simple Genetic Algorithm (SGA) for the OneMax problem has recently been presented proving that the algorithm with population size μ ≤ n1/8−ε requires exponential time with overwhelming probability. This paper presents an improved analysis which overcomes some limitations of the previous one. Firstly, the new result holds for population sizes up to μ ≤ n1/4−ε which is a...
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ژورنال
عنوان ژورنال: Theoretical Computer Science
سال: 2015
ISSN: 0304-3975
DOI: 10.1016/j.tcs.2015.01.002