Abstract: This paper presents the application of a novel Moth flame optimization and Bat hybrid algorithm (MFO_BAT) in the area of combined economic and emissions dispatch with the consideration of valve point effect. Combined economic and emissions dispatch is a crucial area due to rise of environmental pollution caused by greenhouse gases from thermal power plants and other human activities.