When a firm initially substitutes debt for equity financing what happens to the cost of capital and why?

According to the balance sheet and the optimal capital structure

and the current balance sheet, when an organization makes substitutes the company's equity for financing

all of the cost for the capital is prone to decrease particularly when the

company's cost of their debt appears to be lower with the cost of the company's equity.