9 citations · 11 across the 7 of their papers we have counts for
7 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…
Quantum measurement: a game between observer and nature?
Lizhi Xin, Houwen Xin
What is the observer's role in quantum measurement? Obviously, observers prepare the apparatus, observe and interpret the measured results. Although the observer will have a certai…
Can the observer know the state of Schrodinger's cat without opening the box?
Lizhi Xin, Houwen Xin
In order to know if the Schrodinger's cat is alive or dead without opening the box, observers have to play a game with nature. The observers have to "guess" (with degrees of belief…
Decision-making under uncertainty: a quantum value operator approach
Lizhi Xin, Houwen Xin
We propose a quantum expected value theory for decision-making under uncertainty. Quantum density operator as value operator is proposed to simulate people's subjective beliefs. Va…