The Hybrid Poem hymns design algorithm (HPIC) is modeled in the paper. Active power loss diminution in the power network is the key objective of the projected HPIC algorithm’s application. Guiding the people in the right direction and reducing the miseries of mankind are among the important duties of the pontiff. Equally, a pontiff will serve for the religion and design various poems and hymns about the divinity from time to time. This activity of poem design by the pontiff about the divinity is mathematically formulated in the procedure. In Pecking actions of Indian cow inspired optimization algorithm twofold fragments; pecking and the passage segment are designed. River buffalo also exist in mobs of Indian cows and have a new system of drive. In the passage segment, the marshal, by means of the comprehensive finest location, attempts to transport the herd to the finest habitation, but then again, since the Indian cow does not know the goal for this command, the herd still attempts to pass in the direction of their finest familiarity and also in the direction of other Indian cows. The Hybrid Poem Hymns Design Algorithm (HPIC) is validated in G01–G24 benchmark functions and the IEEE 118 bus system.