The Japanese government, confirming earlier reports, will urge utilities to increase output at fossil fuel-fired electric power plants to boost power shortages after an earthquake and tsunami crippled Tokyo Electric Power Co.'s Fukushima Daiichi nuclear power plant and other facilities.