Mirage News

Human-machine Teaming Dives Underwater

The electricity to an island goes out. To find the break in the underwater power cable, a ship pulls up the entire line or ...
SciELO

Multi-Objective Task Scheduling for Earth Observation InSAR Satellites via Non-Dominated Sorting Student Psychology Based Optimization Algorithm

This paper investigates the task scheduling problem for the Earth observation Interferometric Synthetic Aperture Radar (InSAR) satellite system. The mission time window generation method is introduced ...
IEEE

Adaptive Algorithm for Selecting the Optimal Trading Strategy Based on Reinforcement Learning for Managing a Hedge Fund

Abstract: In hedge fund management, the ability to dynamically select optimal trading strategies is paramount for maximizing returns and mitigating risk. This paper presents a pioneering approach that ...
IEEE

Analytical Solution to Optimal Distributed Bipartite Consensus for Heterogeneous Multiagent Systems on Coopetition Networks: A Fast Convergent Algorithm

Abstract: This note makes the first attempt to investigate the optimal bipartite consensus problem in the general cas e for heterogeneous multiagent systems with cooperative–competitive interactions, ...
Journal of Medical Internet Research

Optimizing Initial Vancomycin Dosing in Hospitalized Patients Using Machine Learning Approach for Enhanced Therapeutic Outcomes: Algorithm Development and Validation Study

The optimal algorithm, referred to as the OPTIVAN algorithm, was selected and validated using an external cohort (n=268). We evaluated the performance of 4 ML models: gradient boosting machine, random ...