Congjian Wang - INL comments

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                                            Congjian Wang - INL

WIP: Alfoa/feature selection

@aalfonsi FYI, there are several tests failed for this PR. See the following file: [05_Test_Raven.txt](https://github.com/idaholab/raven/files/10058043/05_Test_Raven.txt)

@aalfonsi The RomLoad failed on Ubuntu ![image](https://user-images.githubusercontent.com/7321071/203354637-0b72d395-2ebb-4615-9d28-442151277827.png) and windows: ![image](https://user-images.githubusercontent.com/7321071/203354928-a7395e07-b5ff-462f-86d8-b1c3828d760e.png)

Optimizer Workshop Update

I think we have updated it recently.

Grid samplers do not accept integer [DEFECT] Title Here

I guess the issue has been resolved

[DEFECT] Gradient Descent - Central Difference does not check for explicit constraints

@PaulTalbot-INL @dylanjm This is another issue related to Gradient Descent, please try to resolve it.

[DEFECT] Genetic Algorithm and Simulating Annealing Explicit Constraints initial points

> Another idea: generate the initial population through an adaptive sampling step Following this idea, I think we can enable Monte Carlo Sampling to handle explicit constraints directly, in which...

[DEFECT] Genetic Algorithm and Simulating Annealing Explicit Constraints initial points

@mandd @Jimmy-INL @JunyungKim I have assigned this issue to you. Please let me know if you need further discussion.

[DEFECT] Unable to set convergence criterial for Genetic Algorithm

@JunyungKim Could you take a look at this issue?

WIP: Alfoa/feature selection

> @wangcj05 I addressed all the comments made by you and Joshua. In addition I added tests for all the possible combinations of options I added. > > If you...

Fmu work

PR looks good, and checklist is good.