Applications of Set Theory in engineering?

In summary, set theory has no practical application in engineering, but it is used to help with the mathematics used in signal processing and other engineering fields.
  • #1
Garry Go
3
0
Hey everyone,

I'm currently taking a mathematics course in set theory at my university as a general elective. I was wondering does set theory have any practical applications in engineering?
 
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  • #2
In my opinion, there isn't much application of set theory as a "stand-alone" tool in engineeering. It's main use for engineers is enable the mathematics they use to be treated precisely.
 
  • #3
Although it is not exactly the same, the mathematics of logic circuits is very similar to that of set theory.
 
  • #4
Noise analysis in circuit design is completely based on Stochastic Differential Equations.
Many engineers start with Measure Theoretic Probability but to rigorously understand the stuff, you need to know Measure Thoery which in turn requires Real Analysis which basically requires Set Thoery.
I suppose you can learn the required material by starting from Measure Theoretic Probability the way most EE graduates do. They nevertheless learn the required amount of Set Theory, Real Analysis and Measure Theory while studying Measure Theoretic Probability.
 
  • #5
Interesting. Never knew that Measure theory is requited in engineering...wow cool
 
  • #6
Research in Engineering is possible to a large extent by learning Signal Processing and related topics. You need not learn Measure Theoretic Probability at all. A good analog circuit designer usually has a strong hold on Signal Processing; however, systems are getting way too complicated these days and for the right reasons. There are two fantastic works which make use of advanced signal processing tools along with the tools in Statistics. You can find these papers by typing "serial requantizer ashok swaminathan" in google and the very first page (a pdf file) leads you to that paper.
The second paper which is by far the most elegant use of math can be found by typing "phase noise in oscillators a unifying theory Jaijeet Roychowdhury" in google and the very first pdf you find will be that paper. I can't copy paste links for some reason. This paper basically models the oscillator phase noise using Floquet Theory and Stochastic Differential Equations. ALL the circuit design simulation tools use this principle today to simulate the phase noise in oscillators. Without this method, there would not have been this much of progress in RF design in the industry.

Statistical nature of signals has made it mandatory for any Circuit Desginer or Wireless Engineer to learn Measure Theoretic Probability. These Abstract Dynamical Systems have been designed for a certain reason but as they are so complicated to understand them clearly, there is not other go but to simply learn the required mathematical tools.

Going forward, research in Circuit Design will involve a lot of Statistical Signal Processing for both analysis and for design. I highly recommend that a person seeking a solid career in EE go through a course in Measure Thoeretic Probability, Statistical Signal Processing and maybe also Abstract Dynamical Systems in case it is needed for the particular case as is the case in Oscillator Phase Noise Analysis.
 
  • #7
mathman said:
Although it is not exactly the same, the mathematics of logic circuits is very similar to that of set theory.

Isn't it more like Boolean Algebra than like Set Theory?
 

Related to Applications of Set Theory in engineering?

1. What is set theory and how is it applied in engineering?

Set theory is a branch of mathematics that deals with the study of collections of objects, called sets. In engineering, set theory is applied to model and analyze systems with multiple components and interactions between them. It helps engineers to understand and solve complex problems by breaking them down into smaller, more manageable sets.

2. How can set theory be used in data analysis and decision making in engineering?

In data analysis, set theory is used to categorize and organize data into sets based on defined criteria. This allows engineers to identify patterns and relationships between different data sets, which can aid in decision making. Set theory also helps engineers to determine the most efficient and effective solutions to complex engineering problems.

3. Can set theory be applied in the design and optimization of engineering systems?

Yes, set theory can be used in the design and optimization of engineering systems. By defining sets of components and their interactions, engineers can identify the most critical and influential components in a system. This information can then be used to optimize the design and improve the overall performance of the system.

4. How does set theory help in understanding and solving problems in engineering?

Set theory provides engineers with a systematic approach to analyze and solve complex problems. By breaking down a problem into smaller sets, engineers can identify the underlying components and their relationships, which can help in understanding the problem and finding a solution. This approach also allows for a more structured and organized problem-solving process.

5. Are there any limitations to using set theory in engineering applications?

One limitation of using set theory in engineering is that it relies on simplification and abstraction, which may not always accurately reflect real-world systems. Additionally, set theory does not take into account dynamic and constantly changing systems, which may be more common in engineering applications. Therefore, it should be used in conjunction with other mathematical and analytical tools for a more comprehensive approach to problem-solving.

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