Mathematics Dictionary
Dr. K. G. Shih
Binomial Theorem and Pascal Triangle
Questions
AL 07a 01 |
- C(n,r) + C(n,r+1) = C(n+1,r+1)
AL 07a 02 |
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AL 07a 03 |
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AL 07a 04 |
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AL 07a 05 |
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AL 07a 06 |
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AL 07a 07 |
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AL 07a 08 |
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AL 07a 09 |
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AL 07a 10 |
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AL 07a 11 |
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AL 07a 12 |
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AL 07a 13 |
- Use Pascal triangle write down coefficient of expansion terms of (x+y)^7
AL 07a 14 |
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AL 07a 15 |
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AL 07a 16 |
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AL 07a 17 |
- Quiz for binomial theorem
AL 07a 18 |
- Answers for Quiz for binomial theorem
Answers
AL 07 01. C(n,r) + C(n,r+1) = C(n+1,r+1)
Proof for n = 1,2,3
The proof is given in AL 07 17
Proof for n = n+1
Step 1
(a+x)^(n+1) = (a+x)*((a+x)^n)
= (a+x)*Sum[C(n,r)*(a^(n-r))*(x^r))]
= Sum1[C(n,r)*(a^(n-r+1))*(x^r))] + Sum2[C(n,r)*(a^(n-r))*(x^(r+1))]
Where summation is from r = 0 to r = n
Step 2 : Change (a^(n-r))*(x^(r+1)) to (a^(n-r+1))*(x^r))
The 2nd summamtion in step 1 can be
Sum2[C(n,r-1)*(a^(n-r+1))*(x^r)] for r = 1 to r = n+1
(a+x)^(n+1) = Sum1[C(n,r)*(a^(n-r+1))*(x^r))] + Sum2[C(n,r-1)*(a^(n-r+1))*(x^r)]
Sum1 from r = 0 to r = n and Sum2 from r = 1 to r = n+1
Step 3 : Change Sum1 : r=0 to r = n as r = 1 to r = n
Sum1[C(n,r)*(a^(n-r+1))*(x^r))]
= C(n,0)*(a^(n+1))*(x^0) + Sum1[C(n,r)*(a^(n-r+1))*(x^r))]
Step 4 : Change Sum2 : r=1 to r = n+1 as r = 1 to r = n
Sum2[C(n,r-1)*(a^(n-r+1))*(x^r))]
= Sum2[C(n,r-1)*(a^(n-r+1))*(x^r))] + C(n,n)*(a^0)*(x^(n+1))
Step 4 : Put Sum1 and Sum2 together
(a+x)^(n+1) = C(n,0)*(a^(n+1))*(x^0) + Sum1[C(n,r)*(a^(n-r+1))*(x^r))]
+ Sum2[C(n,r-1)*(a^(n-r+1))*(x^r))] + C(n,n)*(a^0)*(x^(n+1))
Now Sum1 and Sum2 have sane limit
C(n,0) = C(n+1,0) and C(n,n) = C(n+1,n=1)
(a+x)^(n+1) = C(n+1,0)*(a^(n+1))*(x^0) + Sum1[C(n,r)*(a^(n-r+1))*(x^r))]
+ Sum2[C(n,r-1)*(a^(n-r+1))*(x^r))] + C(n+1,n+1)*(a^0)*(x^(n+1))
Step 5
(a+x)^(n+1) = C(n+1,0)*(a^(n+1))*(x^0) + Sum1[C(n,r)*(a^(n-r+1))*(x^r))]
+ Sum2[C(n,r-1)*(a^(n-r+1))*(x^r))] + C(n+1,n+1)*(a^0)*(x^(n+1))
Sum1 and Sum2 both from r = 1 to n
(1+x)^(n+1) = Sum[C(n+1,r)*(a^(n-r+1))*(x^(r))] for limit r=0 to r=n+1
Hence C(n+1,r) = C(n,r-1) + C(n,r)
Go to Begin
AL 07 02. Coefficients of Binomial expansion
Expand (x+y)^2
(x+y)^2 = x^2 + 2*x*y + y^2
Coefficients : 1, 2, 1
Expand (x+y)^3
(x+y)^3 = x^3 + 3*(x^2)*y + 3*x*y^2 + y^3
Coefficients : 1, 3, 3, 1
Expand (x+y)^4
(x+y)^4 = x^4 + 4*(x^3)*y + 6*(x^2)*(y^2) + 4*x*y^3 + y^4
Coefficients : 1, 4, 6, 4, 1
Example : Find coefficients in (x + y)^4 from coefficients in expansion of (x+y)^3
Coefficients in (x+y)^3 : C(3,0)=1, C(3,1)=3, C(3,2)=3, C(3,3)=1
Coefficients in (x+y)^4 : 1, 4, 6, 4, 1
Coefficients of 1st term in (x+Y)^4 = C(4,0) = C(3,0) = ................ 1
Coefficients of 2nd term in (x+Y)^4 = C(4,1) = C(3,0) + C(3,1) = 1 + 3 = 4
Coefficients of 3rd term in (x+Y)^4 = C(4,2) = C(3,1) + C(3,2) = 3 + 3 = 6
Coefficients of 4th term in (x+Y)^4 = C(4,3) = C(3,2) + C(3,3) = 3 + 1 = 4
Coefficients of 4th term in (x+Y)^4 = C(4,4) = C(3,3) + C(3,0) = 3 + 1 = 1
Example : Find coefficients in (x+y)^5 and in (x+y)^6
Coeff in (x+y)^4 : 1, 04, 06, 04, 01
Coeff in (x+y)^5 : 1, 05, 10, 10, 05, 1
Coeff in (x+y)^6 : 1, 06, 15, 20, 15, 6, 1
Example : Find coefficient of (x^5)*(x*4) in expansion of (x+y)^n.
Find C(n,r)
C(n,r) is the coefficient (x^(n-r))*(y^r) in expansion of (x+y)^n
x power + y power = n.
Find n and r
n = 5 + 4 and r = 4.
Coeficient of (x^5)*(y^4) = C(9,4)
C(9,4) = 9*8*7*(9-4+1)/4!
C(9,4) = (9*8*7*6)/(4*3*2*1)
C(9,4) = 126.
Go to Begin
AL 07 03. Coefficients of binomial expansion and Pascal triangle
[Defintion] Pascal triangle : It is coeff of binomial expansion
1 .................0..... Coeff in (x+y)^0
1, 01 ................... Coeff in (x+y)^1
1, 02, 01 ............... coeff in (x+y)^2
1, 03, 03, 1 ............ coeff in (x+y)^3
1, 04, 06, 04, 1 ........ coeff in (x+y)^4
1, 05, 10, 10, 5, 1 ..... coeff in (x+y)^5
[Pscal triangle]
Column ...... r0 r1 r2 r3 r4 r5 r6 r7 r8
---------------------------------
n=0 ......... 01
n=1 ......... 01 01
n=2 ......... 01 02 01
n=3 ......... 01 03 03 01
n=4 ......... 01 04 06 04 01
n=5 ......... 01 05 10 10 05 01
n=6 ......... 01 06 15 20 15 06 01
n=7 ......... 01 07 21 35 35 21 07 01
n=8 ......... 01 08 28 56 70 56 28 08 01
[Example] Find coefficient of (x^3)*(y^5) in expansion of (x+y)^n
The power n = 3 + 5 = 8
For y^5 we know r = 5
At row n = 8 and r = 5 we have C(n,r) = C(8,5) = 70
Go to Begin
AL 07 04. Sequence in Pascal triangle
Sequence along r0
r0 sequence : 1, 1, 1, 1, ....
nth term :T(n) = 1
Sum of n terms = S(n) = Sum[n] = n
Sequence along r1
r0 sequence : 1, 2, 3, 4, 5, ....
nth term :T(n) = n
Sum of n terms = S(n) = Sum[n] = n*(n+1)/2
Sequence along r2
r2 sequence : 1, 3, 6, 10, 15, 21, 28, 36, ....
T(n) = nth term = n*(n+1)/2
S(n) = Sum[n*(n+1)/2] = n*(n+1)*(n+2)/6
Sum[C(n+1, 2)] = C(n+2, 3)
This is known as numbers in triangular number pattern
Properties of this pattern
1st difference is r1 sequence
2nd difference is r0 sequence with common difference d = 1
Properties of sequence of numbers
in triangular sequence
[Example] Prove that Sum[n*(n+1)/2] = n*(n+1)*(n+2)/3!
Sum[n*(n+1)/2]
= Sum[n^2/2]+Sum[n/2]
= (Sum(n^2) + Sum[n])/2
= (n*(n+1)*(2*n+1)/6 + n*(n+1)/2)/2
= n*(n+1)*(2*n+1)/12 + n*(n+1)/4
= n*(n+1)*(2*n+1)/3+1)/4
= n*(n+1)*(2*n+4)/12
= n*(n+1)*(n+2)/3! where 3!=1*2*3=6
[Example] Prove that Sum[C(n+1,2)] = C(n+2,3)
Since C(n+1,2) = n*(n+1)/2!
Since C(n+2,3) = n*(n+1)*(n+2)/3!
Hence Sum[C(n+1,2)] = C(n+2,3)
Go to Begin
AL 07 05. What is r3 series ?
Sequence
Squence along r3 column : 1, 4, 10, 20, 35, 56, ....
T(n) = nth term = n*(n+1)*(n+2)/3!
S(n) = Sum[n*(n+1)*(n+2)/3!] = n*(n+1)*(n+2)*(n+3)/4!
Hence Sum[C(n+2, 3)] = C(n+3, 4)
1st difference is r2 series
2nd difference is r1 series
3nd difference is common difference d=1
[Example] Prove that Sum[n*(n+1)*(n+2)/3!] = n*(n+1)*(n+2)*(n+3)/4!
Sum[n*(n+1)*(n+2)/6]
= Sum[n^3/6]+Sum[3*n^2/6]+Sum[2*n/6]
= (n*(n+1)/2)/6 + n*(n+1)*(2*n+1)/12 + n*(n+1)/12
= n*(n+1)*[(n*(n+1)/24 + (2*n+1)/12 +1/12]
= n*(n+1)*(n^2+5*n+6)/24
= n*(n+1)*(n+2)*(n+3)/4! where 4!=1*2*3*4
Hence Sum[C(n+2,3)] = C(n+3,4)
Go to Begin
AL 07 06. What is the sequence along r4 column ?
Sequences
Sequence along r4 column : 1, 5, 15, 35, 70, ....
T(n) = nth term = n*(n+1)*(n+2)*(n+3)/4!
S(n) = Sum[T(n)] = n*(n+1)*(n+2)*(n+3)*(n+4)/5!
Hence Sum[C(n+3, 4)] = C(n+4, 5)
Difference
1st difference is r3 series
2nd difference is r2 series
3rd difference is r1 series
4th difference is common difference d=1
Go to Begin
AL 07 07. What is the sequence along r5 column ?
[Definition]
Sequence along r5 column
T(n) = nth term = n*(n+1)*(n+2)*(n+3)(n+4)/5!
S(n) = Sum[T(n)] = n*(n+1)*(n+2)*(n+3)*(n+4)/5!
Hence Sum[C(n+4, 5)] = C(n+5, 6)
Difference
1st difference is r4 series
2nd difference is r3 series
3rd difference is r2 series
4th difference is r1 series
5th difference is common difference d=1
[Coclusion]
Sum[C(n+0,1)] = C(n+1,2)
Sum[C(n+1,2)] = C(n+2,3)
Sum[C(n+2,3)] = C(n+3,4)
Sum[C(n+3,4)] = C(n+4,5)
Sum[C(n+4,5)] = C(n+5,6)
Go to Begin
AL 07 08. Find Sum[n^4] by using Sum[C(n+3,4)] = C(n+4,5)
Method
Sum[C(n+3),4] = Sum[n*(n+1)*(n+2)*(n+3)/4!] = C(n+4,5)
(Sum[n^4] + 6*Sum[n^3] + 11*Sum[n^2] + 6*Sum[n])/24 = C(n+4,5)
We know that
Sum[1] = n.
Sum[n] = n*(n+1)/2.
Sum[n^2] = n*(n+1)*(2*n+1)/6.
Sum[n^3] = (n*(n+1)/2)^2
The answer is Sum[n^4] = (6*n^5 + 5*n^4 + 10*n^3 - n)/30
Go to Begin
AL 07 09. Fibonacci's sequence in Pascal triangle
Text and diagram
in Fibonacc's pattern
Example
Fibonacci's Sequence : 1, 1, 2, 3, 5, 8, 13, ...
Recursion formula :
T(0) = 0.
T(1) = 1.
T(n+2) = T(n+1) + T(n)
Go to Begin
AL 07 10. Series from C(n,r)
[Sum in C(n,r) Form]
Sum[C(n+1,2)] = C(n+2,3)
Sum[C(n+2,3)] = C(n+3,4)
Sum[C(n+3,4)] = C(n+4,5)
Sum[C(n+4,5)] = C(n+5,6)
[Sum in factor Form]
Sum[1] = n
Sum[n] = n*(n+1)/2!
Sum[n*(n+1)/2!] = n*(n+1)*(n+2)/3!
Sum[n*(n+1)*(n+2)/3!] = n*(n+1)*(n+2)*(n+3)/4!
Sum[n*(n+1)*(n+2)*(n+3)/4!] = n*(n+1)*(n+2)*(n+3)*(n+4)/5!
[Other series]
Study subject |
Sum[n^2] = n*(n+1)*(2*n+1)/6
Study subject |
Sum[n^3] = (n*(n+1)/2)^2
Study subject |
Binomial theorem in calculus
Sum[n^4] = (6*n^5 + 5*n^4 + 10*n^3 - n)/30
Go to Begin
AL 07 11. Constant oefficient in (x + 1/(x^2))^n
The rth term
rth term = C(n,r)*(x^(n-r))*(1/(x^2))^r)
= C(n,r)*(x^(n-3*r))
Constant term
Power n - 3*r = 0 and r is integer
Hence r = n/3
Hence n must be multiple of 3.
Go to Begin
AL 07 012. Expand Sqr(1+x^2) into series
By binomial theory
Sqr(1 + x^2)
= (1 + x^2)^(1/2)
= 1 +(1/2)*(x^2) +((1/2)*(1/2-1)/2!)*((x^2)^2) +((1/2)*(1-1/2)*(1/2-2)/3!)*(x^2)^3 + ...
= 1 + (1/2)*(x^2) - (1/((2^2)*2!)*(x^4) + (1*3/(2^3)*3!)*(x^6) + ...
Find Sqr(2) using above series
Let x = 1
Sqr(2) = 1 + 1/2 - 1/8 + 1/16 - (1*3*5)/((2^4)*4!) + (1*3*5*7)/((2^5)*5!) - ...
= 1 + 0.5 - 0.125 + 0.0625 - 0.03906 + 0.02734 - 0.025078....
= 1.40070
Error = 1.41421 - 1.40070 = 0.01351 =0.95%
What is the error if we use the 8th term ?
Go to Begin
AL 07 13. Use Pascal triangle write down coefficient of expansion terms of (x+y)^7
Pascal triangle
01 .......................... Coeff of expansion terms of (x+y)^0.
01 01 ....................... Coeff of expansion terms of (x+y)^1.
01 02 01 .................... Coeff of expansion terms of (x+y)^2.
01 03 03 01 ................. Coeff of expansion terms of (x+y)^3.
01 04 06 04 01 .............. Coeff of expansion terms of (x+y)^4.
01 05 10 10 05 01 ........... Coeff of expansion terms of (x+y)^5.
01 06 15 20 15 06 01 ........ Coeff of expansion terms of (x+y)^6.
Hence the answer is
1 ........................... for (x^7)*(y^0)
1 + 6 = 7 ................... fof (x^6)*(y^1)
6 + 15 = 21 ................. for (x^5)*(y^2)
15 + 20 = 35 ................ for (x^4)*(y^3)
20 + 15 = 35 ................ for (x^3)*(y^4)
15 + 06 = 21 ................ for (x^2)*(y^5)
06 + 01 = 07 ................ for (x^1)*(y^6)
1 ........................... for (x^0)*(y^7)
Example : How to use Pascal triangle to expand (x+y)^4 ?
1st term is 1*(x^4)*(y^0) and x power + y power = 4 + 0 = 4.
2nd term is 4*(x^3)*(y^1) and x power + y power = 3 + 1 = 4.
3rd term is 6*(x^2)*(y^2) and x power + y power = 2 + 2 = 4.
4th term is 4*(x^1)*(y^3) and x power + y power = 1 + 3 = 4.
5th term is 1*(x^0)*(y^4) and x power + y power = 0 + 4 = 4.
Properties of (x+y)^4
It expansion has 4 + 1 = 5 terms.
x power + y power = 4.
Go to Begin
AL 07 14. Expansion of (x+1)^n
Expansions of (x+1)^n
(x+1)^1 = x^1 + 1*x^0
(x+1)^2 = x^2 + 2*x^1 + 1.
(x+1)^3 = x^3 + 3*x^2 + 3*x + 1.
(x+1)^4 = x^4 + 4*x^3 + 6*x^2 + 4*x + 1.
(x+1)^5 = x^5 + 5*x^4 + 10*x^3 + 10*x^2 + 5*x + 1
Notes
x^0 = 1.
x^1 = x.
Expand 1/(1+x^2) into series
1/(1+x^2)
= (1 + x^2)^(-1)
= 1 +(-1)*(x^2) +((-1)*(-1-1)/(2!))*((x^2)^2) +((-1)*(-1-1)*(-1-2)/(3!))*((x^2)^3)+ ...
= 1 - x^2 + x^4 - x^6 + x^8 + .....
Go to Begin
AL 07 15. Find coefficient 0f (x^3)*(y^5) in expansion (x+y)^n
[Defintion] Pascal triangle : It is coeff of binomial expansion
1, 2, 1 are ceeficients of expansion of (x+y)^2
1, 3, 3, 1 are ceeficients of expansion of (x+y)^3
1, 4, 6, 4, 1 are ceeficients of expansion of (x+y)^4
[Pscal triangle]
Column ...... r0 r1 r2 r3 r4 r5 r6 r7 r8
---------------------------------
n=0 ......... 01
n=1 ......... 01 01
n=2 ......... 01 02 01
n=3 ......... 01 03 03 01
n=4 ......... 01 04 06 04 01
n=5 ......... 01 05 10 10 05 01
n=6 ......... 01 06 15 20 15 06 01
n=7 ......... 01 07 21 35 35 21 07 01
n=8 ......... 01 08 28 56 70 56 28 08 01
[Example] Find coefficient of (x^3)*(y^5) in expansion of (x+y)^n
The x power and y power = n = 3 + 5 = 8.
For y^5 we know it is in (5+1)th term (r =5).
At row n=8 and r=5 we have C(n,r) = C(8,5) = 56.
Hence the coefficient of (x^3)*(y^5) is 56.
Or use formula : C(8,5) = C(8,3) = (8*7*6)/(3*2*1) = 56.
Go to Begin
AL 07 16. Expansion of 1/(1 + x^2)^2
Expand 1/(1+x^2) into series
1/(1+x^2)
= (1 + x^2)^(-1)
= 1 +(-1)*(x^2) +((-1)*(-1-1)/(2!))*((x^2)^2) +((-1)*(-1-1)*(-1-2)/(3!))*((x^2)^3)+ ...
= 1 - x^2 + x^4 - x^6 + x^8 + .....
Go to Begin
AL 07 17. Quiz for binomial theorem
Questions
1. Expand (x + y)^5.
2. Find cosntant term in expansion of (x + 1/x)^10.
3. Find coefficients of (x^5)*(y^5) in expansion of (x + y)^n.
4. Is there a costant term in (x^2 + 1/x)^20 ?
5. How many trailor zeros in 25! ?
6. Find Sqr(2) by using the expansion of Sqr(1 + x) to 3 decimal place.
7. Using Pascal triangle, write down the coefficients of (x+y)^7.
8. Find the coefficients of (x)*(y^99) in expansion of (x+y)^n.
9. Express 1/(1+x) as seires.
10 Find C(100,98).
Go to Begin
AL 07 18. Quiz for binomial theorem
1. Expand (x + y)^5.
Using Pascal triangle, we have
(x+y)^5 =x^5+ 5*(x^4)*y+ 10*(x^3)*(x^2)+ 10*(x^2)*(y^3)+ 5*x*(y^4)+ y^5
Pascal triangle is faster than using binomial theorem.
2. Find cosntant term in expansion of (x + 1/x)^10.
Let the term be C(n,r)*(x^(n-r))*((1/x)^r).
Where n = 10, we have to find r.
x power + y power = (n - r) + (-r) = 0 if it is constant.
Hence r = 5.
Coefficient = C(10,5) = (10*9*8*7*6)/(5*4*3*2*1) = 252.
3. Find coefficients of (x^5)*(y^5) in expansion of (x + y)^n.
x power + y power = 5 + 5 = 10
Coefficient = C(10,5) = (10*9*8*7*6)/(5*4*3*2*1) = 252.
4. Is there a costant term in (x^2 + 1/x)^20 ?
C(n,r)*((x^2)^(n-r))*((1/x)^r) = C(n,r)*(x^(2*n-2*r))*(x^(-r))
Since the term is constant, the power of x is 2*n - 3*r = 0
Now n = 20 and r = 40/3. Hence there is no constant term.
5. How many trailor zeros in 25! ?
Trailor zeros = 25/5 + 25/25 + 25/125 + ....
Since each tem is integer.
Hence trialor zeros = 5 + 1 + 0 = 6.
6. Find Sqr(2) by using the expansion of Sqr(1 + x) to 1 decimal place.
Sqr(1+x) = (1+x)^(1/2)
Sqr(1+x) = 1+ (1/2)*x+ (1/2)(-1/2)*x^2/2!+ (1/2)*(-1/2)*(-3/2)*x^3/3! ...
Sqr(1+x) = 1 + x/2 - x^2/((2^2)*(2!)) + 3*x^3/((2^3)*(3!))
- (1*3*5)*x^4/((2^4)*(4!)) + (1*3*5*7)*x^5/((2^5)*(5!)) + ...
Sqr(1+1) = 1 + 1/2 - 1/8 + 1/16 - 15*1/(16*24) + ....
Sqr(2) = 1 + 0.5 - 0.125 + 0.0625 - 0.0390625 + ...
Sqr(2) = 1.3984375 + 245/3840 - ...... (converge very slow).
7. Using Pascal triangle, write down the coefficients of (x+y)^7.
1, 7, 21, 35, 35, 21, 7, 1.
8. Find the coefficients of (x)*(y^99) in expansion of (x+y)^n.
n = 100
Coefficient = C(100,99) = 100
9. Express 1/(1+x) as seires.
1/(1+x) = (1+x)^(-1)
(1+x)^(-1) =1 + (-1)*x+ (-1)*(-1-1)*x^2/2!+ (-1)*(-2)*(-3)*x^3/3! + ...
(1+x)^(-1) =1 - x + x^2 - x^3 + .....
10 Find C(100,98).
C(100,98) = C(100,2) = 100*(100-1)/2! = 4950.
Go to Begin
AL 07 00. Outlines
Binomial theory
(x + y)^n = C(n,0)*x^n + C(n,1)*(x^(n-1))*(y)+ C(n,2)*(x^(n-2))*(y^2) + ....
Coefficients of expansion C(n,r) for r = 0,1,2,3....n
C(n,r) = n*(n-1)*(n-2)*...*(n-r+1)/r! = coefficient of (r+1)th term
Series from C(n,r) : Summation in C(n,r) Form
Sum[C(n+1,2)] = C(n+2,3)
Sum[C(n+2,3)] = C(n+3,4)
Sum[C(n+3,4)] = C(n+4,5)
Sum[C(n+4,5)] = C(n+5,6)
Summation in factor Form
Sum[1] = n
Sum[n] = n*(n+1)/2!
Sum[n*(n+1)/2!] = n*(n+1)*(n+2)/3!
Sum[n*(n+1)*(n+2)/3!] = n*(n+1)*(n+2)*(n+3)/4!
Sum[n*(n+1)*(n+2)*(n+3)/4!] = n*(n+1)*(n+2)*(n+3)*(n+4)/5!
Other series
Study subject |
Sum[n^2] = n*(n+1)*(2*n+1)/6
Study subject |
Sum[n^3] = (n*(n+1)/2)^2
Study subject |
Binomial theorem in calculus
Sum[n^4] = (6*n^5 + 5*n^4 + 10*n^3 - n)/30
Pscal triangle
Column ...... r0 r1 r2 r3 r4 r5 r6 r7 r8
---------------------------------
n=0 ......... 01
n=1 ......... 01 01
n=2 ......... 01 02 01
n=3 ......... 01 03 03 01
n=4 ......... 01 04 06 04 01
n=5 ......... 01 05 10 10 05 01
n=6 ......... 01 06 15 20 15 06 01
n=7 ......... 01 07 21 35 35 21 07 01
n=8 ......... 01 08 28 56 70 56 28 08 01
Go to Begin
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