I did a pretty good break down of how to optimize a couch here, Lets create a complex lightmap - Open discussion - Architectural and Design Visualization - Epic Developer Community Forums
That chair could be approached in a similar way. For really simple stuff, just starting from a box and using minimal geometry is all you need to do.