The couple are moving out of the upmarket area after a series of arguments with their neighbours, who are upset by constant modifications to their property, reported Daily Star.
"We have had years of their building works. They have taken down trees so they can park their flash cars in the driveway and they put a huge swimming pool in the back garden," a neighbour said.
Another neighbour added, "The trouble is that it will probably be a similar sort that moves in and we'll have this all over again."
They are thought to be selling the house and downsizing because they don't spend much time there after relocating to Los Angeles last year.
The power couple also have a warehouse penthouse in New York which they bought in 2007 for a reported 3 million pounds.