If you switch to another Genesis child theme the SEO settings will not be touched. If you switch to a different theme such as Twenty Eleven, the SEO settings will be deactivated but will not be lost. When you activate a Genesis child theme again the settings will remain.
The ONLY way the settings will be lost is if they are intentionally removed from the database. This takes intentional and extra steps. It is not something you can accidentally do.