Sigma notation - mathcentreacuk
We can now see that k-th term is (−1)k 1/k, and that there are 100 terms, so we would write the sum in sigma notation as X100 k=1 (−1)k 1 k Key Point To write a sum in sigma notation, try to find a formula involving a variable k where the first term can be obtained by setting k = 1, the second term by k = 2, and so on Exercises 3
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41 Sigma Notation and Riemann Sums
k=3 1 k using sigma notation J Practice 4 Evaluate the sum of the rectangular areas in the margin figure, then write the sum using sigma notation
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SIGMA = 0 05 ISYM = 0 Write flags LWAVE = F LCHARG = F Solvation LSOL = TRUE • Default solvent is water • Specify solvent parameters EB_K, SIGMA_K, NC_K, TAU for other solvents e g acetonitrile KPOINTS (Γ-only) 0 Gamma 111 000 ’ POSCAR H 2O in 15 Å box
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Proteinase K from Engyodontium album (formerly Tritirachium album) for Molecular Biology Catalog Number P2308 Storage Temperature –20 C CAS RN 39450-01-6 E C 3 4 21 64 Synonyms: Peptidase K, Endoproteinase K, Endopeptidase K Temperature prof Product Description Proteinase K is a stable serine protease with broad substrate specificity
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sigma-aldrich com For life science research only Not for use in diagnostic procedures Proteinase K, recombinant, PCR Grade From Pichia pastoris Lyophilizate Cat No 03 115 836 001 25 mg y Version 07
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k Cp k 8 Rules of Control Charts 1 One (1) point > 3 Standard Deviations from the Center Line (Outside the UCL or LCL {3 Sigma Limit}) 2 Nine (9) points in a row on same side of center line 3 Six (6) points in a row, all increasing or all decreasing 4 Fourteen (14) points in a row, alternating up and down 5
Lecture 24 - UH
k→∞ a k 6= 0 p-series: X 1 kp, if p ≤ 1 Convergence Tests (1) Basic Test for Convergence KeepinMindthat, if a k 9 0, then the series P a k diverges; therefore there is no reason to apply any special convergence test Examples 1 P xk with x ≥ 1 (e g, P (−1)k) diverge since xk 9 0 [1ex] X k k +1 diverges since k k+1 → 1 6= 0 [1ex
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Lecture 24Section 11.4 Absolute and Conditional
Convergence; Alternating Series
Jiwen He
1 Convergence Tests
Basic Series that Converge or Diverge
Basic Series that Converge
Geometric series:
?xk,if|x|<1 p-series:?1k p,ifp >1Basic Series that Diverge
Any series
?a kfor which limk→∞ak?= 0 p-series:?1kConvergence Tests (1)
Basic Test for Convergence
Keep in Mind that, ifak?0, then the series?akdiverges; therefore there is no reason to apply any special convergence test.Examples1.? xkwith|x| ≥1 (e.g,?(-1)k)divergesincexk?0. [1ex] ?kk+ 1divergessincekk+1→1?= 0. [1ex]?? 1-1k k divergessince a k=?1-1k k→e-1?= 0.Convergence Tests (2)
Comparison Tests
Rational termsare most easily handled bybasic comparisonorlimit comparison withp-series?1/kpBasic Comparison Test1
12k3+ 1converges by comparison with?1k
3? k3k5+ 4k4+ 7converges
by comparison with ?1k 2? 1k3-k2converges by comparison with?2k
3?13k+ 1diverges by comparison with?13(k+ 1)?
1ln(k+ 6)diverges by
comparison with ?1k+ 6Limit Comparison Test
?1k3-1converges by comparison with?1k
3.?3k2+ 2k+ 1k
3+ 1diverges
by comparison with ?3k5⎷k+ 1002k2⎷k-9⎷k
converges by comparison with 52k2Convergence Tests (3)
Root Test and Ratio Test
Theroot testis used only ifpowersare involved.
Root Test
?k22 kconverges: (ak)1/k=12·?k1/k?2→12
·1?1(lnk)kconverges: (ak)1/k=
1lnk→0??
1-1k k2 converges: (ak)1/k=?1 +(-1)k
k→e-1Convergence Tests (4)
Root Test and Ratio Test
Theratio testis effective withfactorialsand with combinations of powers and factorials.Ratio Comparison Test?k22
kconverges:ak+1a k=12·(k+1)2k
2→12
1k!converges:ak+1a
k=1k+1→0 k10 kconverges:ak+1a k=110·k+1k
→110 kkk!diverges:ak+1a k=?1 +1k k→e 2k3 k-2kconverges:ak+1a k= 2·1-(2/3)k3-2(2/3)k→2·131⎷k!converges:ak+1a
k= ?1 k+1→02 Absolute Convergence
2.1 Absolute Convergence
Absolute Convergence2
Absolute Convergence
A series?akis said toconverge absolutelyif?|ak|converges. if ?|ak|converges, then?akconverges. i.e., absolutely convergent series are convergent.Alternatingp-Series withp >1?(-1)kk
p,p >1,converge absolutelybecause?1k pconverges.? k=1(-1)k+1k2= 1-12
2+13 2-142- ···converge absolutely.
Geometric Series with-1< x <1?(-1)j(k)xk,-1< x <1,converge absolutelybecause?|x|kconverges. ?1-12 -12 2+12 3-12 4+12 5+126- ···converge absolutely.
Conditional Convergence
Conditional Convergence
A series?akis said toconverge conditionallyif?akconverges while?|ak| diverges. pdiverges.? k=1(-1)k+1k = 1-12 +13 -14 - ···converge conditionally.3 Alternating Series
Alternating Series
Alternating Series
Let{ak}be a sequence ofpositivenumbers.?(-1)kak=a0-a1+a2-a3+a4- ··· is called analternating series.Alternating Series Test
Let{ak}be adecreasingsequence ofpositivenumbers.
Ifak→0,then?(-1)kakconverges.Alternatingp-Series withp >0?(-1)kk p,p >0,convergesincef(x) =1x pisdecreasing, i.e.,f?(x) =-px p+1>0 for?x >0, and limx→∞f(x) = 0.?∞?
k=1(-1)k+1k = 1-12 +13 -14 convergeconditionally.3Examples
(-1)k2k+ 1,convergesincef(x) =12x+ 1isdecreasing, i.e.,f?(x) =-2(2x+ 1)2>0 for?x >0, and limx→∞f(x) = 0.
(-1)kkk2+ 10,convergesincef(x) =xx
2+ 10isdecreasing, i.e.,f?(x) =-x2-10(x2+ 10)2>
0, for?x >⎷10, and lim
x→∞f(x) = 0. An Estimate for Alternating SeriesAn Estimate for Alternating Series Let{ak}be adecreasingsequence ofpositivenumbers that tends to 0 and letL=∞?
k=0(-1)kak. Then the sumLlies between consecutivepartial sumssn, s n+1,sn< L < sn+1,ifnis odd;sn+1< L < sn,ifnis even. and thussnapproximatesLto withinan+1 |L-sn|< an+1.Example
Findsnto approximate∞?
k=1(-1)k+1k = 1-12 +13···within 10-2.
Set k=1(-1)k+1k k=0(-1)kk+ 1. For|L-sn|<10-2, we want a n+1=1(n+ 1) + 1<10-2?n+ 2>102?n >98.Thenn= 99 and the 99th partial sums100is
s99= 1-12
+13 -14 +···+199 -1100 ≈0.6882.From the estimate
|L-s99|< a100=1101 ≈0.00991. we conclude that s99≈0.6882<∞?
k=1(-1)k+1k = ln2<0.6981≈s1004Example
Findsnto approximate∞?
k=0(-1)k+1(2k+ 1)!= 1-13! +15!···within 10-2.
For|L-sn|<10-2, we want
a n+1=1(2(n+ 1) + 1)!<10-2?n≥1.Thenn= 1 and the 2nd partial sums2is
s1= 1-13!
≈0.8333From the estimate|L-s1|< a2=15!
≈0.0083. we conclude that s1≈0.8333<∞?
k=0(-1)k+1(2k+ 1)!= sin1<0.8416≈s24 Rearrangements
Why Absolute Convergence Matters: Rearrangements (1)Rearrangement of Absolute Convergence Series
k=0(-1)k2 k= 1-12 +12 2-12 3+12 4-125+···=23
absolutelyRearrangement1 +12
2-12 +12 4+12 6-12 3+12 8+12 10-125···? = =23
Theorem 2.All rearrangements of an absolutely convergent series converge absolutely to the same sum. Why Absolute Convergence Matters: Rearrangements (2)Rearrangement of Conditional Convergence Series
k=1(-1)k+1k = 1-12 +13 -14 +15 -16 +···= ln2conditionallyRearrangement1 +13
-12 +15 +17 -14 +19 +111-16
···? =?= ln2
Multiply the original series by
12 12 k=1(-1)k+1k =12 -14 +16 -18 +110+···=12 ln2
Adding the two series, we get the rearrangement
k=1(-1)k+1k +12 k=1(-1)k+1k = 1 +13 -12 +15 +17 -14 +···=32 ln2Remark5
•A series that is onlyconditionallyconvergent can be rearranged to convergetoany numberwe please.•It can also be arranged todivergeto +∞or-∞, or even to oscillate
between any two bounds we choose.