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This serves to assess the robustness of the solution achieved by the proposed robust optimization model.
Quantitatively, the former requires several thousands fewer samples to converge to the same steady-state solution achieved by the latter.
Numerical results demonstrate that the solution achieved by the proposed algorithm approximates the global optimal solution in terms of the cost and it also ensures fairness among the users.
Finally, both deterministic and robust mathematical programming are compared and contrasted by a number of nominal and realizations under these test problems to judge the robustness of the solution achieved by the presented robust optimization model.
Increasing the strain hardening effect in the polymer solution, achieved by increasing number of arms at the branch point in the XPP molecule, tends to stabilize the electrospinning jet against axisymmetric disturbances potentially producing smooth bead-less fibers.
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The emergence of communication, of risk and reward strategies, of memory of the past and simulation of the future, can all be seen as logical engineering solutions achieved by trial and error: there doesn't actually have to be a "gene for" this or that precise behaviour.
The substantial reduction of the time-to-solution achieved by the model makes parametric studies practical and close to real-time recrystallization simulations in industrial processing lines possible.
In the end, we see the final solutions achieved by the OCN.
Finally, we also propose new heuristics to improve the use of solutions achieved by LP relaxation.
We also propose new heuristics to improve the use of solutions achieved by LP relaxation.
We can see in Table3 that the solutions achieved by Incremental+ for AJHotDraw and AJHSQLDB in MSBA have better trade-off between the objectives than solutions achieved by this strategy in TA and SBA.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com