How to dynamically change the centre of a google maps without erasing markers?

You can simply move the map with map.setCenter(LatLng). This method will not use any other markers and will not erase existing markers. You could also move the map via the panTo(LatLng) function. Both methods are also available after the map has been initialized.

Here is the documentation for these methods.