4 papers
QxEAI: Quantum-like evolutionary algorithm for automated probabilistic forecasting
Kevin Xin, Lizhi Xin
Forecasting, to estimate future events, is crucial for business and decision-making. This paper proposes QxEAI, a methodology that produces a probabilistic forecast that utilizes a…
A computational model for synaptic message transmission
Lizhi Xin, Kevin Xin, Houwen Xin
A computational model incorporating insights from quantum theory is proposed to describe and explain synaptic message transmission. We propose that together, neurotransmitters and…
Machine learning for discovering laws of nature
Lizhi Xin, Kevin Xin, Houwen Xin
Based on Darwin's natural selection, we developed "machine scientists" to discover the laws of nature by learning from raw data. "Machine scientists" construct physical theories by…
Machine learning for decision-making under uncertainty
Lizhi Xin, Kevin Xin, Houwen Xin
We live in a world brimming with uncertainty, where we constantly have to make a lot of decisions under incomplete information. We are firm believers that our subjective belief can…