You can adjust the search time out setting at the server level in the Application Server's web.config file. This setting controls how much time a search is allotted before the search is stopped. The following line in the web.config file controls the search time out length:
<SearchTimeout value="30"></SearchTimeout>
By default, the time out value is set to 30 seconds. You can change the time out in seconds by changing the value.