Sentence examples for optimizes the expected from inspiring English sources

Instead of finding a route or a policy that simply minimizes the expected travel time or maximizes the on-time arrival reliability, this model optimizes the expected prospect of potential routing alternatives while ensuring that both the expected en route travel time and resultant on- time arrival reliability are acceptable to the traveler.

Concretely, it optimizes the expected return, the downside-risk and the skewness of a given portfolio, taking into account budget, bound and cardinality constraints.

The objective Eq. (1) optimizes the expected total costs (ETC), containing constant location costs, link establishment costs, vehicle establishment costs, as well as the expected transportation costs for all possible scenarios with respect to their probabilities.

This first step is achieved by regressing the distal outcome on patient information up to decision stage 2 and manipulating the obtained analytic expression to find for each patient which treatment at stage 2 optimizes the expected distal outcome.

While stochastic programming assumes some knowledge about the probability distribution of the uncertain data and the objective usually is to find a solution that is feasible with a certain probability and that optimizes the expected value of some objective function, robust optimization hedges against the worst case.

The outer optimization problem follows a two-stage stochastic programming approach to optimize the expected objective across different data classes; adaptive robust optimization is nested as the inner problem to ensure the robustness of the solution while maintaining computational tractability.

This can be achieved by optimizing the expected GP EGPP) metric.1 This optimal metric is the expected GP conditioned on the available CSI at the SU transmitter.

In [7], another flexible intra macroblock update algorithm was investigated to optimize the expected rate-distortion performance.

The MILP model seeks to optimize the expected performance of the SC under several financial risk mitigation options.

The typical methodologies assessed the performance of the problem under the variability of the uncertain parameters by optimizing the expected value of the objective function.

A basic model is set up to optimize the expected total costs while ignoring the capacity constraint of reliable channel and the demand fill rate.