Regional stalking actions of the Morphnus guianensis are imitated and formulated. From preliminary arbitrary populace of Morphnus guianensis in specified examination space, the preeminent Morphnus guianensis is nominated and experiences an indigenous nutriment examination by means of the internal point technique which indicates the exploitation. Acinonyx jubatus soemmeringii-inspired optimization is grounded on Acinonyx jubatus soemmeringii activities. Morphnus guianensis Optimization algorithm owns better exploration ability. Acinonyx jubatus soemmeringii-Inspired Optimization Algorithm possesses best exploitation capacity. Morphnus guianensis Optimization algorithm and Acinonyx jubatus soemmeringii-Inspired Optimization Algorithm has been integrated. In the examining conditions, Acinonyx jubatus soemmeringii needs to quest which comprises perusing search in their terrains to discover the quarry. In confronting conditions, Acinonyx jubatus soemmeringii will rustle and seize the quarry by adjusting the speed when it is closer to the victim. Acinonyx jubatus soemmeringii in examining conditions one or the other probes the location while sedentary or in stand-up mode or dynamically circuits the neighbouring zone. Validity of Integrated Morphnus guianensis—Acinonyx jubatus soemmeringii Algorithm (HMGAJS) approach is verified in IEEE 30 and 354 test systems.