I wrote a customer_display.php to validate data (only First Name so far), but no matter First Name field is empty or not, the webpage will jump to customer_search.php & did
You have no name attribute with the value of 'action', so your update never happens.
<form action="" method="POST"> <input type="hidden" value="update_customer"> <!-- rest of the form --> </form>
Edited for clarity.