4 results about "Randomization" patented technology

Randomization methods for healthcare scheduling optimization using perioperative stages. Poor scheduling of surgical appointments and procedures in operating rooms can lead to unnecessary downtime, and therefore loss of efficiency. The randomization methods include various probability models, Monte Carlo simulations, and stochastic optimization is used to optimize procedure scheduling in operating rooms. The optimized schedule may be based on estimated procedure duration, estimated turn-around-time, estimated cancellation frequency, forecasted emergency operating room usage, estimated surgeon utilization, and hospital site configuration. A probabilistic machine learning model may be trained based on historic data and ongoing performance data to automate the optimization process and increase accuracy based on up-to-date information and statistics.

The invention discloses a randomization method and a single secret leader election method, and belongs to the technical field of computer technology and information security. In order to solve the technical problems of unfair leader election and insufficient privacy caused by the fact that a decayed enemy can use a randomization process to interfere a system state, an approximately unique randomization component is constructed by using random factor commitment and hierarchical broadcast, and the component is used for driving a random shuffling process to generate a unique system state. A leader node is selected from the secret list based on the persistent random pointer and the system state is updated by the selected leader. According to the scheme, the consistency of randomization results and the approximate uniqueness of random factors can be realized, corruption opponents with any malicious behaviors can be resisted, and the fairness and privacy of election of a single secret leader can be ensured.

A method, system and apparatus are disclosed. According to some embodiments, a network node is configured to cause a wireless device to transmit a sounding reference signal (SRS) transmission on multiple symbols in one or more slots, a configuration for the sounding reference signal (SRS) transmission, the configuration indicating an SRS resource set including at least one SRS resource and time hopping of the SRS transmission on the multiple symbols, receive the SRS transmission according to the configuration, and perform SRS measurements based on the received SRS transmission.

A system and method that provides a rule-based process utilizing a managed randomization procedure for the purpose of improved genetic modification. The system includes a database that stores specific genetic sequences. Additionally, included is a genetic sequence rules engine that generates a sequence of approved genetic content based on genetic characteristics rules and a predictive rules engine that produces genetic sequence content selection characteristics based on biologic goal(s). A randomization engine is applied to the planned genetic sequence to build a set of alternate genetic sequences. Furthermore, by applying the generated genetic characteristics rules to the list of approved genetic elements to select genetic edits, such that the targeted genetic characteristics are optimized, and negative characteristics are minimized in accordance with the goal(s) of the process. This process may occur in a computer test environment, a controlled laboratory environment, and / or the natural environment.