Then a fuzzy inference system (FIS) model for slip estimation is constructed using an adaptive neuro-fuzzy inference system (ANFIS).
To (1) reduce this margin and (2) test the hypothesis that the achievable level of dose escalation is patient dependent, a patient-specific, confidence-limited planning target volume (cl-PTV) was constructed using an adaptive radiotherapy (ART) process for prostate cancer treatment developed in-house.
14 The probability density function for the hazard or odds ratio on the natural log scale was constructed using two-stage adaptive weighted kernel density estimation.
These two models were consecutively constructed using Classification and Regression Tree (CART®), Multivariate Adaptive Regression Splines (MARS®), Random Forests (RF™) and TREENET™ software (Salford Systems, San Diego, CA, USA).
To account for lack of fit, a multi-level mixed-effects Poisson regression model was then constructed using the xtmepoisson command in STATA [ 45], which uses adaptive Gaussian quadrature to approximate the log likelihood.
Moreover an adaptive function against changes of human dynamics is constructed using neural networks.
In this work, the RSAs are constructed using second-order polynomials without mixed terms, multi-fidelity models, and adaptive corrections.
The adaptive multilevel restriction operators, on the other hand, are constructed using a finite-volume scheme.
By designing the state observer, the adaptive fuzzy systems, which are used to model the unknown functions, can be constructed using the state estimations.
An adaptive IBM of an old-field ecosystem consisting of spiders, grasshoppers and plants was constructed using Repast Simphony to demonstrate the approach.
