Approximate Evaluation Method for the Probability of the Union of Independent Events
March 05, 2025 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
Evidence collected by the PWNC Scanner
Authors
Edson Luiz Ursini, Paulo S. Martins
arXiv ID
2503.03876
Category
math.NA: Numerical Analysis
Cross-listed
cs.IT
Citations
0
Venue
arXiv.org
Last Checked
2 months ago
Abstract
The evaluation of the probability of union of a large number of independent events requires several combinations involving the factorial and the use of high performance computers with several hours of processing. Bounds and simplifications on the probability of the union are useful in the analysis of stochastic problems across various areas including (but not limited to) systems reliability, biological systems, real-time fault-tolerant systems, probability theory, information theory and communications. We propose an approximation to evaluate the probability of the union of several independent events that uses the arithmetic mean of the probability of all of them. The approximate results are very close to, but larger than the exact values. The method allows a much smaller number of operations with a similar result and more simplicity.
Community Contributions
Found the code? Know the venue? Think something is wrong? Let us know!
๐ Similar Papers
In the same crypt โ Numerical Analysis
R.I.P.
๐ป
Ghosted
R.I.P.
๐ป
Ghosted
Deep learning-based numerical methods for high-dimensional parabolic partial differential equations and backward stochastic differential equations
R.I.P.
๐ป
Ghosted
PDE-Net: Learning PDEs from Data
R.I.P.
๐ป
Ghosted
Efficient tensor completion for color image and video recovery: Low-rank tensor train
R.I.P.
๐ป
Ghosted
Tensor Ring Decomposition
R.I.P.
๐ป
Ghosted
Machine learning approximation algorithms for high-dimensional fully nonlinear partial differential equations and second-order backward stochastic differential equations
Died the same way โ ๐ป Ghosted
R.I.P.
๐ป
Ghosted
Language Models are Few-Shot Learners
R.I.P.
๐ป
Ghosted
PyTorch: An Imperative Style, High-Performance Deep Learning Library
R.I.P.
๐ป
Ghosted
XGBoost: A Scalable Tree Boosting System
R.I.P.
๐ป
Ghosted