All albums shortcode link not working

This operation requires too much memory.
You have this error message on the page ( see its source in the browser ):

<b>Fatal error</b>:  Allowed memory size of 83886080 bytes exhausted (tried to allocate 72 bytes) in <b>/home/mycoincl/public_html/wp-content/plugins/wp-photo-album-plus/wppa-functions.php</b> on line <b>2967</b><br />

It looks that you have not set a slideshow page size.
I recommend to set it at a value not greater than 100. In your case 36 would be a good choice, any thumbnail on any page will be found on the same page number in the slidshow then.

Set Table I-B8 to 36. This will fix the issue.