There has been a large amount of research devoted to the area of optimization and a variety of techniques for solving optimization problems are available, which depend on the exact nature of the problem. Linear
Quantum computers provide a valuable resource to solve computational problems. The maximization of the objective function of a computational problem is a crucial problem in gate-model quantum computers. The objective function estimation is a high-cost pr
From the literature, it is apparent that solving MO problems is known to be difficult for some problem classes; moreover, we know from the No Free Lunch theorem (Wolpert and Macready, 1997) that there is no single best approach in the general case. The computational difficulty grows with ...
For each simulation, we calculated the median GDT with respect to the target state from all structures in the trajectory. To validate the OF, we state its Pearson correlationρwith the median GDT as a measure of linear correlation. Because minimizing the OF should be equivalent to maximizing th...
Focusing on the efficient exploration of the solution space, we divide the problem into smaller subproblems, which partly can be cut off in the solution process. Furthermore, we discuss the performance and applicability of the solution approaches for real buildings and analyze the technical aspects ...
“-Trans” denotes that it is designed for solving problems with transformed objective functions. https://pengchengxielsec.github.io. Such unconstrained problem is formulated by BVERI, and some weak constraints are deleted in advance for simplicity, which does not influent the optimization. References...
The accuracy of the two hybrid models (0.868 for GeoDetector-RF and 0.869 for RFE-RF) were higher than that of the RF model (0.860), indicating that the hybrid models with factor optimization have high reliability and predictability. Both RFE-RF GeoDetector-RF had higher AUC values, ...
And the problem is when neia[k*2+0] == vb[0], due to precision loss in calculating inversed denominator, tmax won't be always equal 1. For instance if neia[k*2+1] == vb[0] == 160.0f and va[0] == 139.5f, tmax will be 0.99999994f and link->bmax 254 instead of 255. It...
Thus, the considered figure-eight fiber laser system is easily implementable with a flexible design and adjustable cavity elements, and also this scheme provides for a large variability of the output pulses, making the inverse design problem interesting and non-trivial. However, achieving exact parame...
For engineering applicability, by having separate density design variables, weight can be handled naturally without a problem. Material interpolation takes a given material tensor, hence it is always feasible as long as the given tensor can be engineered. For example, it can be a measured tensor ...