The newly established cost function is solved by the alternating minimization scheme where the contrast subproblem is simplified by the least square method and the proximal operator换一种表述方式。

One way to rephrase this sentence is: The cost function that has been recently introduced is resolved using an alternating minimization approach, where the contrast subproblem is made simpler through the use of least square method and proximal operator.