… reuse, plus the optimization progress can not be easily monitored and controlled. In this
study, we propose an optimization platform named Badger to tackle the obstacles in ACR online …

… Badger [1] is a software designed to easily access several optimizers (simplex, RCDS [2],
Bayesian optimization, etc.) … The Badger software is very flexible and easy to adapt to different …

… and offline accelerator optimization problems at a … optimization performance in solving
online optimization problems. We also discuss how Xopt has been incorporated into the Badger …

… an alternative generic optimizer framework … Badger as the optimization framework for its
simplicity and adaptability to new tasks. In this paper, we share our experience adapting Badger …

… and injection efficiency optimization using Badger were developed [7] The Badger optimizer
proved to be extremely useful as it allowed to quickly run several optimization of many …

… OPTIMIZATION AND MODEL-INFORMED OPTIMIZATION For online optimization, we are
developing the Xopt and Badger … algorithms [12], and Badger is a graphical user interface to …

… In the future, it is foreseen to integrate BO with the existing optimization frameworks like
Ocelot optimizer and Badger [23] and use it as a routine tuning tool. The code package and data …

… been performed, using the optimizer Badger [11] and the algorithm Trust Region Bayesian
Optimization (TuRBO) [12], in the Xopt library [13]. The optimizer have found a setting where …

… optimization methods like Bayesian optimization (BO) have been used to achieve impressive
results [13]. However, demands to solve optimization … to efficiently optimize objective …

… In doing so, we also show how LLMs can perform numerical optimization of a nonlinear
real-world objective. Ultimately, this work represents another complex task that LLMs can solve …