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Constrained optimization of a given cost function is performed using quadratic programming.
The topological derivative provides the sensitivity of a given cost function with respect to the insertion of a hole at an arbitrary point of the domain.
These properties include the mean time to reach the local optima, the number of local optima and the probability of reaching local optima of a given cost, the average distance between global optima and between local optima of a given cost and the closest local optimum, the expected cost as a function of the distance from a configuration and the fitness distance correlation.
For all admissible uncertainties, time delays, and controller gain variations, the problem is to design a memoryless state feedback control laws such that the closed-loop system is asymptotically stable and the closed-loop cost function value is not more than a specified upper bound of a given cost function.
For the conventional Bayesian spectral amplitude estimation methods [4 8], the speech spectral amplitude estimation ( {widehat{X}}_k ) is obtained by minimizing the expectation of a given cost function ( Cleft({X}_k,{widehat{X}}_kright) ), which can be defined as follows: {widehat{X}}_k= arg min Eleft{Cleft({X}_k,{widehat{X}}_kright)right} (3)where E denotes the statistical expectation.
In addition, many algorithms in machine learning and other brain-style computations aim at reward maximization or, somewhat more generally, optimization of a given cost function.
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The main idea is for a network to determine participants in a sensor collaboration by dynamically optimizing the utility function of data for a given cost of communication and computation.
2. To help reorganize the delivery of health care in the United States to enhance its cost-effectiveness by lowering the cost of producing a given level or quality of care or by enhancing the quality of care for a given cost, or both.
CFD simulation can assist engineers to enhance the performance of a solar still for a given cost.
Table 4 shows that, for a given cost of phenotyping an additional sib, this threshold increased with the genotyping cost.
BrEv Fiinished calculates the breakeven cost of Finished lambs at a given cost of gain and feeder lamb price.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com