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The assessment criteria change along with the evaluation of the objectives of individual foresight projects [44].
Global derivative-free deterministic algorithms are particularly suitable for simulation-based optimization, where often the existence of multiple local optima cannot be excluded a priori, the derivatives of the objective functions are not available, and the evaluation of the objectives is computationally expensive, thus a statistical analysis of the optimization outcomes is not practicable.
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The proposed method applies comparison to judge whether or not a new child is worth evaluating, so that the evaluation of the objective function can be skipped.
The algorithm is repeated from the point of evaluation of the objective function for all particles and for iterations.
These parameters are required during the evaluation of the objective function for each particle in all iterations.
It is used for the evaluation of the objective value, and no further structural information is used.
The following section contains the results of the evaluation of the objective full-reference assessment algorithms against the databases with subjective test data.
The evaluation of the objective function requires the solution of the free vibration problem of a beam with variable mass and stiffness properties.
Unfortunately, when the GAs are coupled with any CAE tool (e.g. Fluid Dynamics codes), the computational time, needed for the evaluation of the objective function, greatly increases.
The evaluation of the objective function in Eqs. 12 and 13 needs two multiplications where the factor 1/ 3N) is pre-computed.
This iterative algorithm is based on the direct evaluation of the objective function, and can achieve near-optimal performance with a reasonable number of iterations.
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