Summary updated and Latin Hypercube Sample for generating Population

[yurilavinas]

Summary changes:

1. There was a bug in the assert of Y -> object$Y is the correction
2. Implementation of a fair comparison

Latin Hypercube Sample (LHS):

1. By setting in the list named "increments" the value : lhs = TRUE" (increments$lhs = TRUE) it is now possible to generate a new population based on the LHS

[yurilavinas]

Missing test

[fcampelo]

Thanks for the contribution! Will take a look soon (probably over the weekend).

[yurilavinas]

In case with work nees review, please let me know!

[fcampelo]

Hi Yuri, thanks for your contribution. Could you please:

• fully document proposed function neighborhood_cga() (see any function for reference - e.g., scalarization_wt()

• break your PR into smaller, specific ones, so that they can be reviewed quicker (see https://blog.viacom.tech/2017/08/23/the-art-of-pull-requests/ for reference). I would suggest that this big PR be divided into at least 2 (one for the summary, another for the CGA). Probably 3 would be even better - one for the summary, one for modularizing the neighborhoods (like it is done for the variation_, scalarization_ etc.), and a third for adding the CGA neighborhood option.

Thanks a lot, Felipe

[fcampelo]

Just for reference, please take a look at the Writing extensions for MOEADr vignette.