# Simpler Coupled Example ```python ''' Simpler Coupled Example: ''' import csdl_alpha as csdl import numpy as np import time as time start = time.time() recorder = csdl.build_new_recorder(inline = True) recorder.start() a = csdl.Variable(name = 'a', value = 1.5) b = csdl.Variable(name = 'b', value = 0.5) c = csdl.Variable(name = 'c', value = -1.0) x = csdl.ImplicitVariable(shape=(1,), name='x', value=0.34) ax2 = a*x*x y = x - (-ax2 - c)*b y.name = 'residual_x' # sum of solved states sum_states = x+x sum_states.name = 'state_sum' # apply coupling: # ONE SOLVER COUPLING: solver = csdl.nonlinear_solvers.GaussSeidel('gs_x_simpler') solver.add_state(x, y) solver.run() print('x Value:', x.value) print('res Value:', y.value) print('param Value:', a.value) print('b Value:', b.value) print('c Value:', c.value) print('sum states:', sum_states.value) # A solution: x_sol = (np.sqrt(5)-1)/2 # recorder.active_graph.visualize('FINAL_simpler_top_level') ```