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From Mathematics to Software Engineering: Introducing Category Theory into the Computer Science Curriculum [PDF]
Category theory, with its increasing role in computer science, has proved useful in the investigation of programming languages and other theoretical aspects of software engineering. As a bridge-building exercise, we introduce the category theory course into the computer science curriculum, the purpose of which includes building a unified framework to ...
Zheng Yujun, Xue Jinyun, Shi Haihe
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Interfacing biology, category theory and mathematical statistics [PDF]
Motivated by the concept of degeneracy in biology (Edelman, Gally 2001), we establish a first connection between the Multiplicity Principle (Ehresmann, Vanbremeersch 2007) and mathematical statistics. Specifically, we exhibit two families of statistical tests that satisfy this principle to achieve the detection of a signal in noise.
Pastor, Dominique +3 more
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Mathematical Morphology via Category Theory
Mathematical morphology contributes many profitable tools to image processing area. Some of these methods considered to be basic but the most important fundamental of data processing in many various applications. In this paper, we modify the fundamental of morphological operations such as dilation and erosion making use of limit and co-limit preserving
Hossein Memarzadeh Sharifipour +1 more
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Mathematical Modelling by Help of Category Theory: Models and Relations between Them [PDF]
The growing complexity of modern practical problems puts high demand on mathematical modelling. Given that various models can be used for modelling one physical phenomenon, the role of model comparison and model choice is becoming particularly important. Methods for model comparison and model choice typically used in practical applications nowadays are
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Mathematical Category Theory and Mathematical Philosophy
Explicit concepts and sufficiently precise definitions are the basis for further advance of a science beyond a given level. To move toward a situation where the whole population has access to the authentic results of science (italics mine) requires making explicit some general philosophical principles which can help to guide the learning, development ...
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Tensor categories and the mathematics of rational and logarithmic conformal field theory [PDF]
In response to the referees' helpful comments, further discussion of several issues is added, including in particular rigidity. Much of the paper is devoted to explaining what has been mathematically proved and where people can find these proofs. Several references added. 27 pages. Invited review article for publication in a special issue of J. Phys. A
Huang, Yi-Zhi, Lepowsky, James
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A Mathematical Framework of Semantic Communication based on Category Theory
While semantic communication (SemCom) has recently demonstrated great potential to enhance transmission efficiency and reliability by leveraging machine learning (ML) and knowledge base (KB), there is a lack of mathematical modeling to rigorously characterize SemCom system and quantify the performance gain obtained from ML and KB.
Shuheng Hua +4 more
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Notes on Category Theory with examples from basic mathematics
These notes were originally developed as lecture notes for a category theory course. They should be well-suited to anyone that wants to learn category theory from scratch and has a scientific mind. There is no need to know advanced mathematics, nor any of the disciplines where category theory is traditionally applied, such as algebraic geometry or ...
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Investigation Of Category Theory For Mathematical Foundations Of Computer Science
As a potent mathematical framework, category theory has gained popularity and has important applications in many disciplines, including computer technology. The category theory's role as a basis for mathematical inference in computer science is examined in this paper.
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