Continuing from the question above, one may introduce a step length parameter, 𝛼 , into the formula as follows: 𝑊 𝑘 = 𝑊 𝑘 − 1 + 𝛼 𝑑 𝑘 − 1 Please select all the correct answers below.多项选择题
A
It is necessary to normalize the direction vector d when introducing the length parameter.
B
We may set 𝛼 = 1 / 𝑘 at the _k-th iteration, which shortens the step length as the process progresses. Fortunately, this approach will still reach the optimum in practice, as long as the iterations continue.
C
Adding a length parameter may result in more iterations to reach an optimum.
D
When applying the diminishing step-size rule, the total distance traveled by the algorithm tends to infinity, provided the process continues indefinitely.
E
The length parameter should be a value between 0 and 1.
F
The length parameter can be any positive value.
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