NEW EVOLUTIONARY ALGORITHMS AND THEIR APPLICATION TO ELECTRIC POWER SYSTEM OPERATIONAL ENGINEERING by Zakareya Hasan Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy at Dalhousie University Halifax, Nova Scotia September 2017 c Copyright by Zakareya Hasan, 2017