Give that initializer function a name and then call it:
PHP Code:
<script type="text/javascript">
$(document).ready(
function yourFunctionName()
{
$('#redactor').redactor({
plugins: ['fullscreen', 'advanced']
});
}
);
</script>
<button onClick="yourFunctionName()">CLICK ME TO INTIALIZE</button>