In particular, the cutting plane method is introduced to refine the optimization formulation by maintaining field accessibility and haul road continuity, thus ensuring practical feasibility of the analytical solution.
Future work will aim to refine the optimization techniques to improve their robustness and make the interpretation of connection weights more explicit.
On the other hand, response surface methodology (RSM) is one of the strong tools to know the effect of many factors with less number of experiments and can also be used to refine the optimization of the process.
Deconvolution-related ABIC values, error and residual, as well as the parameters used for the calculation, can be conveniently compared to refine the deconvolution optimization.
For this reason we choose the method of multiple-shooting rather than the initial value approach in order to refine the hybrid optimization strategy as described in [ 2].
Then, a finite element model (FEM) is used to refine and improve the optimization.
Global optimization to refine the multi-sensor system extrinsic parameters.
One option for implementing such self-refinement is to use an EM-based stochastic optimization algorithm to refine the GMM parameters encoding the movement, similarly as in [18].
High-precision image simulation of the bulk structure and defect region was performed, using a simulated evolution optimization strategy to refine the imaging conditions.
This algorithm uses the AprilTag to estimate cameras' poses and employ a nonlinear optimization method to refine these poses when multiple tags are in the field of view.
Deforming-step (Section 2.4): take the result of the first step, P, as the initial control point estimation of the deformable model { C k, k=1, 2,…, K}, and then use local optimization techniques to refine and smooth the skeleton curve C. The geodesic metric function g is the key to the GD algorithm.
