AMESim优化过程基础操作及DOE&遗传算法GA应用.pdf
AMESim优化过程基础操作及DOE&遗传算法GA应用
节选段落一:
DOE
DOE stands for Design Of Experiments. These are structured methods which allow you to
determine the relationship between:
● factors (inputs of a process, e.g. AMESim model parameters) and
● responses (outputs of a process, e.g.节选段落二:
Three DOE methods are provided with AMESim
● Parameter study
● Full factorial
● Central composite
Parameter study
Unidirectional
This is the simplest method of DOE. You set as many levels as you want for each parameter.节选段落三:
Description of the AMESim GA:
● The first step of the GA is to randomly generate a population of individuals.
● Then the best individuals are kept whereas the others are removed from the population and
replaced by ‘children’ of the others.
DOE
DOE stands for Design Of Experiments. These are structured methods which allow you to
determine the relationship between:
● factors (inputs of a process, e.g. AMESim model parameters) and
● responses (outputs of a process, e.g.节选段落二:
Three DOE methods are provided with AMESim
● Parameter study
● Full factorial
● Central composite
Parameter study
Unidirectional
This is the simplest method of DOE. You set as many levels as you want for each parameter.节选段落三:
Description of the AMESim GA:
● The first step of the GA is to randomly generate a population of individuals.
● Then the best individuals are kept whereas the others are removed from the population and
replaced by ‘children’ of the others.