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Skill 文档
Mathematics Subject Expert
Specialized knowledge for mathematics studying, problem-solving, and note creation.
Topic Coverage
mindmap
root((Mathematics))
Algebra
Equations
Polynomials
Functions
Inequalities
Calculus
Limits
Derivatives
Integrals
Series
Statistics
Descriptive
Probability
Inference
Distributions
Linear Algebra
Matrices
Vectors
Eigenvalues
Transformations
Discrete Math
Logic
Sets
Combinatorics
Graph Theory
Quick Reference Links
- Formulas: See formulas.md
- Calculus: See calculus.md
- Linear Algebra: See linear-algebra.md
- Statistics: See statistics.md
Problem-Solving Framework
General Steps
- Read carefully – Identify what’s given and what’s asked
- Draw/visualize – Sketch graphs, diagrams
- Choose strategy – Direct, substitution, contradiction, etc.
- Execute – Show all steps clearly
- Verify – Check answer makes sense
Common Proof Strategies
| Strategy | When to Use | Example |
|---|---|---|
| Direct Proof | Show P â Q directly | “If n is even, n² is even” |
| Contradiction | Assume ¬Q, derive contradiction | Proving â2 is irrational |
| Contrapositive | Prove ¬Q â ¬P instead | Logical equivalence |
| Induction | Statements about all n â â | Sum formulas |
| Cases | Different scenarios | Piecewise functions |
Mathematical Induction Template
Claim: P(n) is true for all n ⥠1
Base Case: Show P(1) is true.
[Verify for n = 1]
Inductive Step:
Assume P(k) is true for some k ⥠1. (Inductive Hypothesis)
Show P(k+1) is true.
[Derive P(k+1) using P(k)]
Therefore, by induction, P(n) is true for all n ⥠1. â
Notation Reference
| Symbol | Meaning |
|---|---|
| â | For all |
| â | There exists |
| â | Element of |
| â | Proper subset |
| â | Subset or equal |
| ⪠| Union |
| â© | Intersection |
| â | Natural numbers {1,2,3,…} |
| ⤠| Integers {…,-1,0,1,…} |
| â | Rational numbers |
| â | Real numbers |
| â | Complex numbers |
| â | Infinity |
| â´ | Therefore |
| âµ | Because |
| â | QED (proof complete) |
Function Analysis Checklist
- Domain – What x values work?
- Range – What y values result?
- Intercepts – Where x=0, y=0?
- Symmetry – Even f(-x)=f(x)? Odd f(-x)=-f(x)?
- Asymptotes – Vertical, horizontal, oblique?
- Critical points – Where f'(x)=0 or undefined?
- Intervals – Increasing/decreasing?
- Concavity – Where f”(x) > 0 or < 0?
- Inflection points – Where concavity changes?
Common Mistakes to Avoid
- Dividing by zero – Check denominator â 0
- Square root of negative – Consider domain
- Forgetting ± when taking square roots
- Chain rule errors in derivatives
- Forgetting +C in indefinite integrals
- Incorrect limit laws for 0/0, â/â forms