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Therefore, the low-effort solution method of using a standard solver is not advisable for large instances.
We formulate this problem as a Mixed Integer Linear Program (MILP) and solve it using a standard solver such as CPLEX.
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Third, we use a standard solver to compute a (local) optimum of the original non-convex problem.
where the optimization variables are W n,μ mn,ν nk,s mn,I nk for all n, m ∈ N, k ∈ K, using a standard SDP solver and the optimal solution is the maximum value of γ for which Problem (22) is feasible.
In turn, the latter is solved by another algorithm for optimal design, namely the Wynn-Fedorov algorithm, which is capable of finding an optimal element in the convex hull of the set of attainable information matrices and can be easily implemented by using a standard optimal control solver as its component.
After this the growth cone dynamics can be solved using a standard explicit ODE solver.
The resultant ordinary differential equations (ODEs) are then solved by using a standard adaptive ODEs-solver.
using a standard sizing gradient.
Thus Eq. (21) with relation (22) generate ( N + 1 ) of a set of algebraic equations which can be solved for the unknown coefficients a j, j = 0, 1, 2, …, N, by using any standard solver technique.
The highest ranked method, by Chandraker and Song [17], uses a standard five-point solver as one of the base components, combined with ground plane estimation and scene structure propagation.
Therefore, it is of interest to evaluate to what extent a standard solver like Cplex can be used to solve more challenging instances.
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