Darwinian Evolution in Parallel Universes: A Parallel Genetic Algorithm for Variable Selection
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چکیده
منابع مشابه
Darwinian Evolution in Parallel Universes: A Parallel Genetic Algorithm for Variable Selection
The need to identify a few important variables that affect a certain outcome of interest commonly arises in various industrial engineering applications. The genetic algorithm (GA) appears to be a natural tool for solving such a problem. In this article we first demonstrate that the GA is actually not a particularly effective variable selection tool, and then propose a very simple modification. ...
متن کاملDarwinian Evolution in Parallel Universes
The genetic algorithm, also known as the evolutionary algorithm, is a useful tool for combinatorial optimization, but a successful implementation of the algorithm requires a great deal of expertise, especially in terms of the ability to select the proper tuning parameters, a delicate and difficult issue faced by most stochastic search algorithms. In this paper, we present a simple but powerful ...
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ژورنال
عنوان ژورنال: Technometrics
سال: 2006
ISSN: 0040-1706,1537-2723
DOI: 10.1198/004017006000000093