A novel Meta-Reinforcement Learning (Meta-RL) framework for adaptive scheduler selection in offline, non-preemptive mixed-criticality scheduling on varying-speed processors[cite: 13].
A time-indexed mixed-integer programming framework incorporating chance constraints and a grid-based linearized Chernoff-bound approximation to address inventory estimation uncertainty in post-wildfire salvage logging.
This chapter presents strategies to improve the management and prioritization of oncology waiting lists in the Chilean public health system. Based on a collaborative project with a secondary-level hospital, the work integrates data science, process …
The Atacama Large Millimeter/submillimeter Array (ALMA) is a prominent astronomical observatory known for its detailed imaging capabilities. Efficient scheduling of ALMA’s data processing tasks, especially those involving complex pipeline executions, …
We are studying data-driven prioritization models that can help hospitals manage their oncology waiting lists with application in the South Eastern Metropolitan Health Service
FONDECYT Regular project. Developing resource cost-aware scheduling solutions to optimize performance under uncertainty, with applications in astronomy and other industries.
The operating theater is one of the most expensive units in the hospital, representing up to 40% of the total expenses. Because of its importance, the operating room scheduling problem has been addressed from many different perspectives since the …
Strategic, tactical, and operational harvesting plans for the forestry and logging industry have been widely studied for more than 60 years. Many different settings and specific constraints due to legal, environmental, and operational requirements …
In 2000, Chile introduced profound health reforms to achieve a more equitable and fairer system (GES plan). The reforms established a maximum waiting time between diagnosis and treatment for a set of diseases, described as an opportunity guarantee …
Scheduling has been a common problem to all astronomical observatories due to the limited telescope time compared to the time request from the community. However, when the complexity scale of the observatories increases, along with the construction …