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There is nothing in the general structure of Connectionist models that would prevent the modeler from starting with a highly constrained set of weightings in this case one that already holistically contains information of the general features of human faces, and perhaps information about differences between male and female faces.
In order to solve this problem, the original problem (P) is first converted into a p-dimensional equivalent one with a box constrained set, we then give a new approximation algorithm which can be more easily implemented compared with the ones given in [19, 21].
A thermodynamically constrained set of parameter values is identified for this candidate mechanism.
This suggests that undergraduate biology students, regardless of racial and ethnic background, may utilize a large but relatively constrained set of concepts when conceptualizing evolutionary change.
This produces a tightly constrained set of testable predictions: (1) modelled moraine cross-profile; (2) modelled spatial pattern of surface boulders (no boulders on the lower flank); and (3) relative frequency of surface boulders (smallest frequency of surface boulders at the inflection point, highest frequency at the crest).
In order to obtain convergence of the projection method for equilibrium problems, Tran et al. [5] introduced an extragradient method for pseudomonotone equilibrium problems, which is computationally expensive because of the two projections defined onto the constrained set.
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The aim of the proposed model is to minimize the final operational costs of the microgrid while considering operational constraints of the EDS and an unexpected outage of the main grid through a security-constrained set of equations.
More generally, fully probabilistic design (FPD) chooses the distribution within the knowledge-constrained set of possible distributions for which the Kullback-Leibler divergence to the designer's ideal distribution is minimized.
In this work, by using a distributed method, we aim to find the best match between two sets of N MSs and R RSs rather than only find the best antenna elements to transmit/receive over a well-constrained set as previously shown in [35].
Lalitha and Arora [3] introduced a notion of a weak Clarke epiderivative and use it to establish optimality criteria for a constrained set-valued optimization problem.
Then, by virtue of the epiderivative, we discuss a higher-order Mond-Weir type duality problem and a higher-order Wolfe type duality problem to a constrained set-valued optimization problem, respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com