| mathematical concept | description | key applications | related fields |
|----------------------|-------------|-------------------|----------------|
| calculus | study of continuous change | optimization, physics modeling | #physics #engineering |
| linear algebra | study of linear equations and transformations | data analysis, computer graphics | #machine-learning #computer-science |
| probability theory | study of random events and uncertainty | statistics, risk analysis | #finance #data-science |
| number theory | study of integers and their properties | cryptography, computer science | #cryptography #computer-science |
| topology | study of geometric properties preserved under deformation | data analysis, theoretical physics | #data-science #physics |
| abstract algebra | study of algebraic structures | cryptography, quantum mechanics | #cryptography #quantum-physics |
| real analysis | rigorous study of real numbers and functions | foundation for calculus, economics | #economics #physics |
| complex analysis | study of functions of complex numbers | signal processing, fluid dynamics | #electrical-engineering #physics |
| differential geometry | study of curves and surfaces | general relativity, computer vision | #physics #computer-vision |
| discrete mathematics | study of mathematical structures that are discrete | algorithms, cryptography | #computer-science #cryptography |
| graph theory | study of graphs and networks | network analysis, operations research | #computer-science #operations-research |
| optimization theory | study of finding the best solution from a set of alternatives | operations research, machine learning | #operations-research #machine-learning |
| fourier analysis | study of functions as sums of simpler trigonometric functions | signal processing, partial differential equations | #signal-processing #physics |
| numerical analysis | study of algorithms for solving mathematical problems | scientific computing, engineering | #scientific-computing #engineering |
| game theory | study of strategic decision-making | economics, political science | #economics #political-science |
| category theory | study of mathematical structures and their relationships | computer science, logic | #computer-science #logic |
| chaos theory | study of systems highly sensitive to initial conditions | weather prediction, economics | #meteorology #economics |
| information theory | study of quantification and communication of information | data compression, cryptography | #computer-science #telecommunications |
| set theory | study of collections of objects | foundations of mathematics, computer science | #logic #computer-science |
| measure theory | study of measures on sets | probability theory, functional analysis | #probability #functional-analysis |
key mathematical principles:
1. abstraction: representing complex ideas with simpler, more general concepts
2. proof: rigorous logical argument to establish mathematical truths
3. axiomatization: building mathematical systems from fundamental assumptions
4. generalization: extending results to broader classes of objects
5. problem-solving: applying mathematical knowledge to solve real-world issues
remember, mathematics is not just about numbers, but about patterns, structures, and logical reasoning. it's a powerful tool for understanding and describing the world around us.
#mathematics #cheatsheet
#mathematics
#cheatsheet
#science #mental-model #mental-models