Novel Shoebill and Strategy on Combatting Terrorist inspired Optimization Algorithms for Real Power Loss Diminution

In this paper Shoebill optimization (SO) algorithm and Strategy on Combatting Terrorist inspired optimization (CO) algorithm applied for solving the real power loss reduction. Shoebill optimization (SO) algorithm pretends the performance and stratagem of Shoebill while confronting and stalking the prey to appraise candidate elucidations. This stalking stratagem is done through Stirring in the direction of prey which acts as exploration segment and Heading on the aquatic shallow is taken as exploitation segment. In the Shoebill optimization (SO) algorithm, the fresh location for a Shoebill is recognized if the rate of the objective functional value is amended in that location. Through this modernizing the procedure is barred from stirring to non–optimal zones CO algorithm is based on the vigorous drive of Anti–Terrorism Squad, in the course of Combatting the Terrorist. Every Anti–Terrorism Squad endlessly modernizes his location grounded on the locations of the Commander–in–chief of Anti–Terrorism Squad in the Combatting zone. In proposed procedure every Anti–Terrorism Squad member will vigorously passages in the direction of the best position. In the Grade Weight and Updating process the locations appraise of every exploration agent be contingent on the location of the Hostages, the communication between Commander–in–chief and Anti–Terrorism Squad members. Grade of each Anti–Terrorism Squad member imitates how adjacent the squad member (exploration agent) is to the objective (fitness rate).