Welcome to Exchange Ideas about Theories of

Color Vision, Semantic Information, philosophy of Science, Statistical Learning, Portfolio and Risk Control, Analyzing Philosophy, Aesthetics and Evolutionism

with Chenguang Lu  through lcguang@foxmail.com or survival99@gmail.com

Recent Published Articles:

2023: Reviewing Evolution of Learning Functions and Semantic Information Measures for Understanding Deep Learning

2023: Causal Confirmation Measures: From Simpson's Paradox to COVID-19

2021:  Needing Aesthetics Can Explain Birds’ Beauty Preferences

2021:  Using the Semantic Information G Measure to Explain and Extend Rate-Distortion Functions and Maximum Entropy Distributions

2021:  Explaining colour vision with the decoding model

2020:  The P–T Probability Framework for Semantic Communication, Falsification, Confirmation, and Bayesian Reasoning

2020:  Channels’ Confirmation and Predictions’ Confirmation: From the Medical Test to the Raven Paradox

2019:  Semantic Information G Theory and Logical Bayesian Inference for Machine Learning

2018: Semantic Channel and Shannon Channel Mutually Match and Iterate for Tests and Estimations with Maximum Mutual Information and ...

More in this website // ArVix // ResearchGate

Introduction to Lu's Theories

Lu's Theory of Aesthetics and Evolutionism--click to see some aesthetic papers

Evolution theory was brought into Aesthetics and Some views of Marx's Historic Materialism were extended to biology so that Darwin's evolution theory, aesthetics, and historic materialism can been unified.  The monograph "Mystery of beauty sense and evolution of needs" was published.

Preface of the Book in English

Pictures of many beautiful birds to illustrate that beauty sense reflects their food needs

A New Interpretation of Natural Beauty and Sexual Selection


A Symmetrical Model of Color Vision Created by Lu

It treats color vision mechanism as a fuzzy 3-8 decoder, can explain the evolution of color vision pictorially,  and can unify Young and Helmholtz's tri-pigment theory and Hering's opponent theory more naturally.

 Color Forum: http://survivor99.com/colorforum

Illustrating Opponent Process, Color Evolution, and Color Blindness by the Decoding Model of Color Vision

Lu's Theory of   Analyzing Philosophy

Analyzing ostensive definition by inverted spectrum,Lu proved that idealism and logic empiricism are thoroughly wrong. A new theory: analog-symbol theory is proposed. The monograph "Mystery of color vision and fundamental question" was published.

Color Researches

Preface in English

Pictures in the book

Lu's Generalized Information Theory

It is a natural extension of classical information theory and can subtly unify Shannon's information theory and Popper's theory of scientific evolution. A paper entitled "A generalization of Shannon's information theory" was published on Int. J. of General Systems, 28: (6) 453-490 1999. The monograph "A generalized information theory" was publishedin1993. 

Lu's Generalized Information Theory

Semantic Information G Theory and Logical Bayesian Inference for Machine Learning 

The P–T Probability Framework for Semantic Communication, Falsification, Confirmation, and Bayesian Reasoning 



Lu's Portfolio Theory

A different portfolio theory from Markowitz's theory and a different risk measure are provided. It is proved that risk is similar to noise. The monograph "The entropy theory of portfolio and information value--with discussions about risk control of stocks and futures" was published.

Lu's Portfolio Theory



Lu's Method for Solid Boolean Operations

It replaces complicated if-then language with continuous value logic so that the program is very short...

A Little-tattle: Fishing in Welland

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