The Rsolnp Benchmark Problems Suite problem id's.
Random Initialization and Multiple Restarts of the solnp solver.
Nonlinear optimization using augmented Lagrange method.
Generates and returns a set of starting parameters by sampling the parameter space based on the evaluation of the function and constraints.