BEIJING—Since the end of the Cold War, the world's powers have generally agreed on the wisdom of letting market competition—more than government planning—shape economic outcomes. China's national economic strategy is disrupting that consensus, and a look at the ascent of solar-energy magnate Zhu Gongshan explains why.

A shortage of polycrystalline...