On an older version you can use the prefs for activityDateTime. The code uses the same setting as for activityDateTime under Administer - Customize Data and Screens - Date Preferences. The line of code that creates the widget looks like this:
$this->addDateTime('start_date', ts('Start Date'), FALSE, array('formatType' => 'activityDateTime'));
which tells the form system to use the prefs for activityDateTime.
If you're on a more recent version of CiviCRM the widget has changed and there doesn't seem to be a pref. Temporarily you can edit the file CRM/Event/Form/ManageEvent/EventInfo.php and change the line that says this (around line 177)
$this->add('datepicker', 'start_date', ts('Start'), [], !$this->_isTemplate, ['time' => TRUE]);
to this:
$this->add('datepicker', 'start_date', ts('Start'), [], !$this->_isTemplate, ['time' => TRUE, 'yearRange' => '-50:+50']);
See also https://docs.civicrm.org/dev/en/latest/framework/ui/#date-picker