An Exact Method for Calculating the Eigenvector Sensitivities
نویسندگان
چکیده
منابع مشابه
An Efficient Technique for Calculating Exact Nearest-Neighbor Classification Accuracy
We present a technique for calculating exact nearest-neighbor classification accuracy. This is equivalent to averaging the results of an exponential number of trials (all test/train splits), yet it can be performed very efficiently. The technique is applied to each of four common classification experiment types. Complexity analysis and empirical results demonstrate the superiority of this algor...
متن کاملAn Exact Formula for Calculating Inverse Radial Lens Distortions
This article presents a new approach to calculating the inverse of radial distortions. The method presented here provides a model of reverse radial distortion, currently modeled by a polynomial expression, that proposes another polynomial expression where the new coefficients are a function of the original ones. After describing the state of the art, the proposed method is developed. It is base...
متن کاملAn Exact Algorithm for Calculating Blocking Probabilities in Multicast Networks
The paper deals with tree-structured point-to-multipoint networks, where users from infinite user populations at the leaf nodes subscribe to a variety of channels, offered by one source. The users joining the network form dynamic multicast connections that share the network resources. An exact algorithm for calculating end-to-end call blocking probabilities for dynamic connections is devised fo...
متن کاملCoupling Algorithms for Calculating Sensitivities of Smoluchowski's Coagulation Equation
In this paper, two new stochastic algorithms for calculating parametric derivatives of the solution to the Smoluchowski coagulation equation are presented. It is assumed that the coagulation kernel is dependent on these parameters. The new algorithms (called ‘Single’ and ‘Double’) work by coupling two Marcus-Lushnikov processes in such a way as to reduce the difference between their trajectorie...
متن کاملCoupling algorithms for calculating sensitivities of Population Balances
Acknowledgements I would like to thank Dr Markus Kraft for his direction and encouragement throughout , Professor James Norris and Ismael Bailleuil from DPMMS for the huge amount of input into this work. Summary In this thesis, two classes of new stochastic algorithms for calculating parametric derivatives of population balance solutions are presented. Currently, it is very difficult to produce...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Applied Sciences
سال: 2020
ISSN: 2076-3417
DOI: 10.3390/app10072577