Add normalization and randomized test for Kaczmarz

Author: nHackel

test/testKaczmarz.jl

@@ -118,6 +118,15 @@ Random.seed!(12345)
           x_approx = Array(solve!(S, arrayType(b)))
           @test norm(x - x_approx) / norm(x) ≈ 0 atol = 0.1
         end
+
+        # Normalization
+        for strategy in [SystemMatrixBasedNormalization(), MeasurementBasedNormalization()]
+          l2 = L2Regularization(0.1)
+          S = createLinearSolver(solver, arrayType(A), iterations=200, randomized=true, reg = l2, normalizeReg = strategy)
+          x_approx = Array(solve!(S, arrayType(b)))
+          @test norm(x - x_approx) / norm(x) ≈ 0 atol = 0.1
+        end
+
       end
     end
   end