v1 · padrão canônico
Lesson 38 — Combinations and Newton's Binomial
Combination C(n,p): selecting without order. Pascal's triangle. Binomial theorem.
Used in: 1.º ano do EM (15–16 anos) · Equiv. Math I japonês cap. 2 · Equiv. Klasse 10–11 alemã Stochastik
Choose your door
Rigorous notation, full derivation, hypotheses
Combinations and binomial
Simple combination
Read: " choose ". Holds for .
Difference from arrangement
does NOT order. Each subset of elements is counted once. Relation: — arrangement orders after selecting.
Properties
| Property | Formula |
|---|---|
| Boundary | |
| Boundary | |
| Symmetry | |
| Pascal | |
| Total sum | |
| Alternating sum | () |
| Vandermonde |
Pascal's triangle
1
1 1
1 2 1
1 3 3 1
1 4 6 4 1
1 5 10 10 5 1
1 6 15 20 15 6 1
Row (starting at 0) has the coefficients .
Binomial theorem (Newton)
Examples:
General term
— the -th term of .
Multinomial (generalization)
with and .
Exercise list
46 exercises · 11 with worked solution (25%)
Application 32Understanding 3Modeling 8Challenge 2Proof 1
- Ex. 38.1ApplicationAnswer key. (Ans: .)
- Ex. 38.2Application. (Ans: .)
- Ex. 38.3Application. (Ans: .)
- Ex. 38.4Application— equals what? (Ans: .)
- Ex. 38.5ApplicationAnswer key. (Ans: .)
- Ex. 38.6Application— use symmetry. (Ans: .)
- Ex. 38.7ApplicationVerify . (Pascal.) (Ans: .)
- Ex. 38.8ApplicationHow many committees of 4 can be formed from 10 people? (Ans: .)
- Ex. 38.9ApplicationHow many Mega-Sena games ()? (Ans: .)
- Ex. 38.10ApplicationIn a class of 30, how many teams of 5 can be formed? (Ans: .)
- Ex. 38.11ApplicationExpand via binomial.
- Ex. 38.12ApplicationExpand .
- Ex. 38.13ApplicationCoefficient of in . (Ans: .)
- Ex. 38.14ApplicationCoefficient of in . (Ans: .)
- Ex. 38.15ApplicationAnswer keyTotal subsets of . (Ans: .)
- Ex. 38.16ApplicationCards: how many 5-card hands in a 52-card deck? (.)
- Ex. 38.17ApplicationAnswer keyHow many triangles can be formed by linking 3 vertices of an 8-sided polygon? (.)
- Ex. 38.18Application— verify for . (Ans: both .)
- Ex. 38.19ApplicationConstruct the 6th row of Pascal's triangle. (Ans: .)
- Ex. 38.20ApplicationCoefficient of in . (Ans: .)
- Ex. 38.21ApplicationMiddle term of . (Ans: .)
- Ex. 38.22ApplicationHow many terms does have? (Ans: .)
- Ex. 38.23ApplicationCoefficient of in . (Ans: .)
- Ex. 38.24ApplicationAnswer keyFind such that . (Ans: .)
- Ex. 38.25ApplicationShow for explicitly. (Ans: .)
- Ex. 38.26ApplicationShow for . (Ans: .)
- Ex. 38.27ApplicationAnswer keyPaths in the plane with steps or . (Ans: .)
- Ex. 38.28ApplicationStars and bars: , . How many solutions? (Ans: .)
- Ex. 38.29Application, . How many solutions? (Ans: .)
- Ex. 38.30ApplicationFrom a group of 10 men and 8 women, form a committee of 5 with 3 men and 2 women: .
- Ex. 38.31Application5-card hands with at least 1 ace. (Total − no ace.)
- Ex. 38.32ApplicationHow many diagonals does a 10-sided polygon have? (Ans: .)
- Ex. 38.33ModelingAnswer keyMega-Sena: probability of winning = . Compute numerically.
- Ex. 38.34ModelingIn research, choose 5 products to analyze out of 20: .
- Ex. 38.35ModelingBinomial distribution: . For : compute.
- Ex. 38.36ModelingDistribute 8 identical candies among 3 kids (stars and bars): .
- Ex. 38.37ModelingIn ML, polynomial features of degree in vars: terms. For : compute.
- Ex. 38.38ModelingAnswer keyIn cryptography, how many possible 256-bit keys? (Ans: , gigantic.)
- Ex. 38.39ModelingIn finance, a 20-step binomial model has paths.
- Ex. 38.40ModelingAnswer keyIn bioinformatics, sequence alignment of size 10 vs 12 has alignments.
- Ex. 38.41UnderstandingAnswer keyProve algebraically.
- Ex. 38.42UnderstandingProve . (Apply binomial to .)
- Ex. 38.43UnderstandingAnswer keyProve the symmetry via the formula.
- Ex. 38.44ChallengeCoefficient of the -independent term in . (Ans: .)
- Ex. 38.45ChallengeProve (Vandermonde's identity with ).
- Ex. 38.46ProofProve the binomial theorem by induction on .
Sources
- Algebra and Trigonometry — Jay Abramson et al. (OpenStax) · 2022, 2nd ed · EN · CC-BY · §11.5-11.6: combinatorics and binomial. Primary source.
- Introduction to Probability — Blitzstein, Hwang · 2019, 2nd ed · EN · free · ch. 1.
- Book of Proof — Richard Hammack · 2018, 3rd ed · EN · free · ch. 3, 10.