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Common terminating conditions are said to be met when the solution is found that satisfies minimum criteria, when a fixed number of generations have been reached, or when allocated budget (computation time/money) has been reached.
Our budget computation differs from other approaches like [18, 42] in the fact that we consider the impact of the amount of I/Os in the observed monetary cost, as there is a growing trend from cloud providers to charge users based on this metric [19].
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Compared to the conventional DSR algorithms, the proposed CDSR is an effective and quantifiable algorithm to allocate more computation budget to the blocks with high PMV deviations (such as motion object boundary), and less computation budget to the well-matched motion predicted blocks, while maintaining a constrained computation requirement.
The SR is dynamically determined by three factors: motion complexity, user-defined probability and computation budget.
New designs are evaluated with further CFD runs to compute new influence indices and the process is repeated to yield improved design or operation as per the computation budget available.
In addition, and due to the computational complexity of such a combined platform, an appropriate multi-objective optimization strategy, dubbed AMOEA-MAP and dedicated to expensive black-box problems, is used to attain the Pareto-optimal solutions for design with a fixed computation budget of 200 function evaluations for a bi-objective problem (cost - environmental impacts).
Given a computation budget for each iteration, a number of iterative procedures will be executed.
These values are found by adopting the method suggested in [33] for practical problems where the computation budget N, the total number of iterations, is fixed: B=0.095N, α=0.602 and A is chosen so that (A/(B+1)^{alpha }|mathbf {d} left (tilde {boldsymbol {phi }}^{(0)}right)|=0.1).
Rue and Martino (2007) show for several models and datasets that INLA is much faster than MCMC and more accurate for a given computation budget.
By computer computation, the first 10 billion or so do.
Prospective budgeting in a Monthly Reporting and Retrospective Budgeting system means the computation of a household's SNAP allotment for an issuance month based on an estimate of income and circumstances which will exist in that month.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com