Active Power Loss Lessening and Voltage Stability Enhancement by Hybrid Parenting Optimization-Wealthy and Poverty-Stricken Inspired Algorithm

Hybrid parenting optimization- wealthy and poverty-stricken inspired algorithm (HPWS) is applied for solving the actual power loss reduction problem. Parenting is the procedure of nurturing offspring with care and concern for all activities in their life. Wealthy and poverty-stricken algorithm is designed based on the actions of Wealthy and poverty-stricken individuals. In the procedure, population is alienated into Wealthy and poverty-stricken, and then the sub-population energetically to substitute the unique stable distribution prototypical, so the convergence rapidity and population multiplicity necessities transversely dissimilar evolutionary phases. Parenting optimization algorithm is integrated with the Wealthy and Poverty-stricken inspired algorithm. Parenting optimization augments the exploration capability and Wealthy and Poverty-stricken inspired algorithm expand the ability of the local search. Hybrid parenting optimization- wealthy and poverty-stricken inspired algorithm (HPWS) is validated in IEEE 30 and 354 test systems.