/**/
function alert4() //9812060000
{
document.write(''
+'Output may contain error, Please verify first.
'
+'Program environment is MSIE 6.0, please use MSIE
'
+''
);
} //function alert4() 9812060002
//-->
<a name="docA001"> Index begin Index this file 2009-06-08-19-10 start This file http://freeman2.com/tute0008.htm is Freeman's reading notes. Although Freeman always keep correct view point. But Freeman's capability is limited, plus no one proofread this file. Then you can still find wrong view point. When read, please put question mark as often as possible. If you suspect any view point wrong, please ask a math expert near by. <a name="docA002">,<a name="textbook"> This file is a note for reading inequality book written by Professor J. Michael Steele The Cauchy-Schwarz Master Class ★★★★★ Below use 'textbook' as abbreviation. Freeman also read web pages online, and will indicate the source URL at discussion point. <a name="docA003"> Freeman study mechanical engineering. Engineering mathematics do not teach inequality. Above book is first inequality book. First time read, it was very hard. Although high school time learned a*a + b*b >= 2*a*b But this little knowledge do not help. <a name="docA004"> This file follow textbook chapter section order, but not continuous, Freeman skip those uncertain sections/problems. This file first function is to learn inequality. Second function is to learn how to use html code to write math equations. <a name="docA005"> Index begin Index this file On 2009-01-27-10-08 Freeman accessed the next page http://www.sftw.umac.mo/~fstitl/10mmo/inequality.html save as sftw.umac.mo_text_math_eqn_good.htm Above page is the main reference for html math equation. In order to let reader to build html math equation, previous file tute0007.htm page end has math symbol and internal code. This file third function is to display how to draw curves in web page. The main engine is XYGraph v2.3 - Technical Figures Thank you for read Freeman's inequality page. 2009-06-08-19-47 stop <a name="docA006"> 2009-08-23-15-00 start □ Exercise 1.14 solution Exercise 1.14 problem (a) is solved by hint Exercise 1.14 problem (b) is out of LiuHH's reach. What is "cardinality of a set B⊂Z3" ? Without clear understand the definition, LiuHH is unable to solve problem (b) LiuHH major in mechanical engineering. LiuHH is mathematics admirer and outsider. <a name="docA007"> To solve problems in The Cauchy-Schwarz Master Class LiuHH's goal is to solve 50% of the exercise problems. In reality, solve 40% is good enough. Please do not be surprise that LiuHH skip some text section, skip some problems. 2009-08-23-15-12 stop
<a name="ch12b001"> Index begin Index this file
2010-05-20-06-32 start
■ Define three corner E
Newton's inequality is
Ek-1(x)*Ek+1(x)≦Ek2(x) ---eqn.12.2
for 0<k<n
Assume x=[a,b,c,d,e], n=5
Ek is averaged ek. 1≦k<5
Ek(x)=ek(x)/bicof(5,k) ---eqn.BK001
ek is symmetric sum of five
numbers a,b,c,d,e in k-th power.
<a name="ch12b002">
If k=1, then
e1(x)=a+b+c+d+e ---eqn.BJ108
and
E1(x)=e1(x)/bicof(5,1) ---eqn.BJ123
Here
bicof(5,1)= 5!/[1!*(5-1)!]
bicof(5,1)= 5 ---eqn.BK002
Binomial coefficients is
defined at eqn.BJ128
<a name="ch12b003">
Ek2(x) lower right corner is k
Ek2(x) upper right corner is p=2
In the following discussion, we
will differentiate polynomial
several times and reduce its
order. Order of polynomial n
must be visible.
<a name="ch12b004">
Now use third corner, define
three corner E as following
nEkp(x) ---eqn.BK003
is averaged symmetric sum E of
n numbers x in k-th power seat,
whole term take p-th power.
Above is uppercase E. Same thing
apply to lowercase e.
<a name="ch12b005"> Index begin Index this file
Example 1, if
x=[a,b,c,d,e]=[1,2,3,4,5] ---eqn.BK004
then n=5. For second seat k=2,
the square root value is
nEkp(x)=5E21/2(x) ---eqn.BK005
=[(a*b+a*c+b*c+a*d+b*d+c*d+a*e
+b*e+c*e+d*e)/bicof(5,2)]1/2
=[(1*2+1*3+2*3+1*4+2*4
+3*4+1*5+2*5+3*5+4*5)/10]1/2
=2.9154759474226503
2010-05-20-07-20 here
<a name="ch12b006">
Example 2, if
y=[f,g,h,i]=[6,7,8,9] ---eqn.BK006
then n=4. For second seat k=2,
the square value is
nEkp(y)=4E22(y) ---eqn.BK007
=[(+f*g+f*h+f*i+g*h+g*i+h*i)/bicof(4,2)]2
=[( 6*7+6*8+6*9+7*8+7*9+8*9)/6]2
=3117.361111111111
<a name="ch12b007">
y=[f,g,h,i] has n=4 information,
we need n value show up, please
see push down diagram. E's lower
left corner n number help us to
analysis. Following use eqn.BK003
expression for clear explanation.
2010-05-20-07-36 stop
<a name="ch12b008"> Index begin Index this file
2010-05-20-10-34 start
■ Numerically test inequality
To prove Newton's inequality,
take two steps.
<a name="ch12b009">
First, relate higher polynomial
order nEk(x) to lower
polynomial order n-1Ek(x)
Second, prove any polynomial
high power end Newton's
inequality is true.
nEk(x) = n-1Ek(x) = n-2Ek(x)
please see Push down diagram.
Move down a column polynomial
reduce power n. zEk(x) unchange.
<a name="ch12b010">
Numerically test inequality help
us understand the problem.
If we have
x=[a,b,c,d,e]=[1,2,3,4,5] ---eqn.BK004
in hand then the polynomial
which generate symmetric sums
for this x is polynomial P5(t)
P5(t)=(t-a)*(t-b)*(t-c)
*(t-d)*(t-e) ---eqn.BK008
<a name="ch12b011">
In expanded form it is
P5(t)= ---eqn.BK009
(t-a)*(t-b)*(t-c)*(t-d)*(t-e)
=t*t*t*t*t
-t*t*t*t*(a+b+c+d+e)
+t*t*t*(a*b+a*c+b*c+a*d+b*d
+c*d+a*e+b*e+c*e+d*e)
-t*t*(a*b*c+a*b*d+a*c*d+b*c*d+a*b*e
+a*c*e+b*c*e+a*d*e+b*d*e+c*d*e)
+t*(a*b*c*d+a*b*c*e+a*b*d*e
+a*c*d*e+b*c*d*e)
-a*b*c*d*e
<a name="ch12b012">
In nek(x) expression: (n=5)
P5(t)= //remind: 5e0(x)=1
=(t-a)*(t-b)*(t-c)*(t-d)*(t-e)
=t*t*t*t*t*5e0(x)
-t*t*t*t*5e1(x)
+t*t*t*5e2(x)
-t*t*5e3(x)
+t*5e4(x)
-5e5(x) ---eqn.BK010
<a name="ch12b013"> Index begin Index this file
In nEk(x) expression: (n=5)
P5(t)= ---eqn.BK011
=(t-a)*(t-b)*(t-c)*(t-d)*(t-e)
=t*t*t*t*t*5E0(x)*bicof(5,0)
-t*t*t*t*5E1(x)*bicof(5,1)
+t*t*t*5E2(x)*bicof(5,2)
-t*t*5E3(x)*bicof(5,3)
+t*5E4(x)*bicof(5,4)
-5E5(x)*bicof(5,5)
<a name="ch12b014">
For x=[a,b,c,d,e]=[1,2,3,4,5]
in partial numerical value A,
P5(t)= ---eqn.BK012
=(t-a)*(t-b)*(t-c)*(t-d)*(t-e)
=t*t*t*t*t*5E0(x)*1
-t*t*t*t*5E1(x)*5
+t*t*t*5E2(x)*10
-t*t*5E3(x)*10 //number is
+t*5E4(x)*5 //binomial
-5E5(x)*1 //coefficients
<a name="ch12b015">
In partial numerical value B,
P5(t)= ---eqn.BK013
=(t-a)*(t-b)*(t-c)*(t-d)*(t-e)
=t*t*t*t*t*1 //5E0(x)=1
-t*t*t*t*3*5 //5E1(x)=3
+t*t*t*8.5*10 //5E2(x)=8.5
-t*t*22.5*10 //5E3(x)=22.5
+t*54.8*5 //5E4(x)=54.8
-120 //5E5(x)=120
Red mark worth your attention.
<a name="ch12b016">
In complete numerical value,
P5(t)= ---eqn.BK014
=(t-a)*(t-b)*(t-c)*(t-d)*(t-e)
=t*t*t*t*t -t*t*t*t*15 +t*t*t*85
-t*t*225 +t*274 -120
2010-05-20-11-24 here
<a name="ch12b017"> Index begin Index this file
Newton's inequality best view
is eqn.BK012. Newton said:
For sequence [1,2,3,4,5], its
symmetric sums has the following
relations //dropped n=5
Ek-1(x)*Ek+1(x)≦Ek2(x) ---eqn.12.2
<a name="ch12b018">
Case n=5, complete set Newton's
for k=1: E0(x)*E2(x)≦E12(x) ---eqn.BK015
for k=2: E1(x)*E3(x)≦E22(x) ---eqn.BK016
for k=3: E2(x)*E4(x)≦E32(x) ---eqn.BK017
for k=4: E3(x)*E5(x)≦E42(x) ---eqn.BK018
<a name="ch12b019">
eqn.BK013 has numerical value
for x=[1,2,3,4,5], that is
E0(x)=1 ---eqn.BK019
E1(x)=3 ---eqn.BK020
E2(x)=8.5 ---eqn.BK021
E3(x)=22.5 ---eqn.BK022
E4(x)=54.8 ---eqn.BK023
E5(x)=120 ---eqn.BK024
<a name="ch12b020">
Check Newton's inequality as following
for k=1: 1*8.5 ≦ 32
for k=2: 3*22.5≦ 8.52
for k=3: 8.5*54.8≦22.52
for k=4: 22.5*120 ≦54.82
<a name="ch12b021">
or
for k=1: 8.5 ≦ 9
for k=2: 67.5 ≦ 72.25
for k=3: 465.8 ≦ 506.25
for k=4: 2700.0 ≦3003.04
Newton's inequality is true for
above specific case.
2010-05-20-11-53 here
<a name="ch12b022">
Newton's inequality eqn.12.2 and
Maclaurin's inequality eqn.12.3
are close related.
It is easy to prove inequalities
at low power end (n=5, k=0,1) and
at high power end (n=5, k=4,5).
It is hard to prove inequalities
at middle power (n=5, k=2,3).
<a name="ch12b023">
Can we change hard to prove
middle power inequalities to
easy to prove high power end
inequality? In Newton's case
there is an easy way !!
<a name="ch12b024"> Index begin Index this file
The key point is that
if we start from P5(t) and
generate P4(t), P3(t), P2(t),
P1(t) which are related to
P5(t) by differentiation,
<a name="ch12b025">
then we have //Prove
5Ek(x)=4Ek(x)=3Ek(x)
=2Ek(x)=1Ek(x) ---eqn.BK025
(uEv end at u=v; eqn.BK025 whole
line enter front stage if k=1)
this is an unexpected and
surprised relation! It is true!
<a name="ch12b026">
With this relation in hand,
instead of prove
5E1(x)*5E3(x)≦5E22(x) ---eqn.BK026
we prove
3E1(x)*3E3(x)≦3E22(x) ---eqn.BK027
Lower right 1,3,2 is E's power.
Lower left 5,3=polynomial order
In Push down diagram eqn.BK026
is high order middle terms.
<a name="ch12b027">
eqn.BK027 is low order end
terms. [3E3(x) is end]
eqn.BK025 promise that eqn.BK026
and eqn.BK027 have same value.
We prove much easy low
order end term inequality
conclude that high order
middle term inequality
is true !!
<a name="ch12b028">
LiuHH got above understanding
on 2010-05-19 after long reading
and long thinking. Textbook say
so, but no hands-on calculation
it is hard to believe we have
such nice/lucky eqn.BK025.
2010-05-20-12-30 stop
<a name="ch12b029"> Index begin Index this file
2010-05-20-14-25 start
The following illustrate eqn.BK025
from different angle. Start from
eqn.BK011.
Differentiate P5(t) get P4(t)
Differentiate P4(t) get P3(t) etc.
<"ch12b030">
Push down diagram
P5 push down to P3
|
<a name="ch12b033"> 2010-05-20-15-31 here Above is symbolic equation, no numerical value tell us column value are the same. Below is numerical equation, let sequence be [a,b,c,d,e]=[1,2,3,4,5] ---eqn.BK029 Please goto Program Test Newton, Maclaurin inequalities. <a name="ch12b034"> Change from var a=1,b=2.3,c=3.1,d=4.6,e=6.8 var outType=0 //you can select 0,1 to 8 to var a=1,b=2,c=3,d=4,e=5 var outType=2 //change 0 to 2 Then click [Test box3 command, output to box4] <a name="ch12b035"> get the following [[ E1 //length compare with volume wrong 3 E2 //upper case E* removed n,k factor 8.5 E3 //upper case E* use average value 22.5 E4 //but still wrong, here is outType=2 54.8 E5 //select outType=0 for correct answer 120 ]] From above assumed value, we have the following numerical equations.<a name="ch12b036"> Index begin Index this file
|
<a name="ch12b037">
Now let us look at the red terms
from P5(t)= t5-5*3*t4+10*8.5*t3+... ---eqn.BK031
to P4(t)= t4-4*3*t3+6*8.5*t2+... ---eqn.BK032
Study how they change?
Why keep 8.5 unchanged?
From P5(t) to P4(t) is a
differentiation process
P4(t) = d[P5(t)]/dt ---eqn.BK033
P4(t) = d[t5-5*3*t4+10*8.5*t3+...]/dt ---eqn.BK034
= 5*t4-4*5*3*t3+3*10*8.5*t2+...
<a name="ch12b038">
Normalize 5*t4 to t4
P4(t)/5 = t4-4*3*t3+3*2*8.5*t2+...
= t4-4*3*t3+ 6*8.5*t2+...
(eqn.BK030 dropped '/5')
Red multiply by 3, divide by 5
Red multiply by k, divide by n
Multiply by k due to d[tk]/dt=k*tk-1
Divide by n due to normalize P4(t)
<a name="ch12b039">
8.5 (=5E3=4E3) is unchanged
Red "+ 6*" is bicof(4,2), just
right. All other nEk apply the
same reason, then no change.
n≧k OK, n<k is undefined.
when n=k, this term end here.
2010-05-20-16-30 stop
<a name="ch12b040">
2010-05-20-18-50 start
Above are observation, mainly
numerical check. But numerical
equation is not general, can
not be considered as proof. We
must use n,k symbol equation
to prove, because we can plug
any value in to n,k, then, it
cover all cases.
<a name="ch12b041"> Index begin Index this file
■ Prove Ek(x1,...,xn)=Ek(y1,...,yn-1)
The following prove first step
of total two step proof.
That is if we differentiate a
n-th order polynomial to one
order lower, two polynomial
k-th seat two Ek have same
value, // eqn.12.6
nEk(x)=n-1Ek(x) ---eqn.BK035
See symbolic equation eqn.BK028
or numerical equation eqn.BK030
Numerical observation why unchange ?
is here
<a name="ch12b042">
Symbolic proof why unchange is
lectured in textbook page 180
to 181. Consider polynomial
P(t)=(t-x1)(t-x2)...(t-xn)
<a name="ch12b043">
|
---eqn.12.5 |
<a name="ch12b044"> 2010-05-20-20-23 here Use Q(t) as normalized derivative of P(t). 'normalize' mean that Q(t) highest power coefficient is one, not n.<a name="ch12b045">
|
<a name="ch12b046"> Index begin Index this file
n-k come from
d[tn-k]/dt = n-k*tn-k-1 ---eqn.BK037
n come from normalize
Q(t) = {d[P(t)]/dt}/n ---eqn.BK038
<a name="ch12b047">
eqn.BK036 line one change to
line two as following
width of above equation Red cancel result red; Blue cancel result blue. <a name="ch12b048"> Above is coefficient analysis. Not involve the root of Q(t). But Ek of Q(t) is defined on roots of Q(t). See Lowercase ek(x) defined and Uppercase Ek(x) defined We take second, root-based route to find Ek of Q(t). Problem given {x1,x2,...,xn} as roots of P(t). <a name="ch12b049"> After differentiate P(t), get Q(t), Q(t) has a set of roots {y1,y2,...,yn-1} Which should be different from {x1,x2,...,xn}, unless there are repeated root in {x1,x2,...,xn}. Repeated root not change analysis. Build Q(t) from n-1Ek(y) get <a name="ch12b050"> Index begin Index this file Q(t)=P'(t)/n= ---eqn.BK040 =(t-y1)(t-y2)...(t-yn-1)
Why write polynomial this way? at eqn.12.5 width of above equation <a name="ch12b051"> eqn.BK041 and eqn.BK036 both express Q(t), they are the same equation from two different path Equate Ek from eqn.BK036 and Ek from eqn.BK041 get Ek(x1,x2,...,xn) =Ek(y1,y2,...,yn-1) ---eqn.12.6 If use tute0043.htm express method, eqn.12.6 is next nEk(x)=n-1Ek(y) ---eqn.BK042 eqn.12.6 is our main result. 2010-05-20-21-38 stop <a name="ch12b052"> Index begin Index this file 2010-05-20-23-19 start ■ Why is it so remarkable? What benefit we get from eqn.12.6? Textbook page 181 explain as following. ===textbook copy start=== Why is it so remarkable? The left-hand side of the identity (12.6) is a function of the n vector x=(x1,x2,...,xn) while the right side is a function of the n-1 vector y=(y1,y2,...,yn-1) <a name="ch12b053"> Thus if we can prove a relation such as 0≦F(E0(y),E1(y),...,En-1(y)) ---eqn.BK043 for all y∈[a,b]n-1. Then it follows that we also have the relation 0≦F(E0(x),E1(x),...,En-1(x)) ---eqn.BK044 for all x∈[a,b]n. <a name="ch12b054"> That is, any inequality -- or identity -- which provides a relation between the n-1 quantities E0(y),E1(y),...,En-1(y) and which is valid for all values of y∈[a,b]n-1 extends automatically to a corresponding relation for the n-1 quantities E0(x),E1(x),...,En-1(x) which is valid for all x∈[a,b]n. <a name="ch12b055"> This presents a rare but valuable situation where to prove a relation for function of just n-1 variables. This observation can be used in an ad hoc way to produce many special identities which <a name="ch12b056"> otherwise would be completely baffling, and it can also be used systematically to provide seamless induction proofs for results such as Newton's inequalities. ===textbook copy stop=== 2010-05-20-23-39 stop <a name="ch12b057"> Index begin Index this file 2010-05-21-10-50 start We had numerical example x=[a,b,c,d,e]=[1,2,3,4,5] ---eqn.BK004 P5(t)= ---eqn.BK014 =(t-a)*(t-b)*(t-c)*(t-d)*(t-e) =t*t*t*t*t -t*t*t*t*15 +t*t*t*85 -t*t*225 +t*274 -120 <a name="ch12b058"> That is P5(t)=t5-15*t4+85*t3-225*t2+274*t-120 ---eqn.BK045 P4(t)=t4-12*t3+51*t2-90*t+54.8 ---eqn.BK046 P4(t) and P5(t) are related by P4(t)=d[P5(t)]/dt ---eqn.BK047 <a name="ch12b059"> From one view point that P4(t) is created from P5(t), no need go a redundant loop find P4(t) roots y and re-assemble P4(t) from y. <a name="ch12b060"> From second view point that n-1Ek(y) should be generated by P4(t) roots, just like nEk(x) are generated by P5(t) roots x. Textbook equate two E's Ek(x1,x2,...,xn) =Ek(y1,y2,...,yn-1) ---eqn.12.6 <a name="ch12b061"> or in tute0043.htm notation nEk(x)=n-1Ek(y) ---eqn.BK042 where n-1Ek(y) is created by 'redundant' step, that is n-1Ek(y) is created by P4(t) roots y. <a name="ch12b062"> Index begin Index this file The following verify that P4(t) roots y create n-1Ek(y) Starting point is P4(t)=t4-12*t3+51*t2-90*t+54.8 ---eqn.BK046 end point is still eqn.BK046. <a name="ch12b063"> Please goto (local) http://freeman2.com/polyroot.htm#begin0 Click [04] button for 4th order polynomial. Then fill in the following coefficients 54.8 -90 51 -12 1 where 54.8 goto box marked [C00] and in [C04] fill 1. <a name="ch12b064"> Click [fast get roots] button Box 1, answer has [[ Below is answer, complex polynomial root ([1,2] same as 1+2i) 1st root is [1.355567131841731,0] 2nd root is [2.456088843227607,0] 3rd root is [3.543910070325765,0] 4th root is [4.644433954604896,0] Below is answer too, complex number only, no text. 1.355567131841731+0i 2.456088843227607+0i 3.543910070325765+0i 4.644433954604896+0i ]] <a name="ch12b065"> P4(t) roots y has 1.355567131841731 2.456088843227607 3.543910070325765 4.644433954604896 <a name="ch12b066"> Index begin Index this file Next goto(local) http://freeman2.com/complex2.htm#calculator in [Box3, input JS command] fill [[ f=1.355567131841731 g=2.456088843227607 h=3.543910070325765 i=4.644433954604896 e1=f+g+h+i E1=e1/bicof(4,1) e2=f*g+f*h+f*i+g*h+g*i+h*i E2=e2/bicof(4,2) e3=f*g*h+f*g*i+f*h*i+g*h*i E3=e3/bicof(4,3) e4=f*g*h*i E4=e4/bicof(4,4) E1 E2 E3 E4 ]] <a name="ch12b067"> Next click [Test box3 command, output to box4] Box 4 show up next [[ E1 3 E2 8.5 E3 22.500000654128463 E4 54.80000354686018 ]] <a name="ch12b068"> Above is E1,E2,E3,E4 from P4(t) roots y //P4=4th order polynomial Please goto P5(t) E's compare E1,E2,E3,E4 [P4 no E5] Result show that E1,E2,E3,E4 from P4 and from P5 are the same !! <a name="ch12b069"> They should be identical, because we walked a loop. Above numerical experiments confirmed textbook eqn.12.6 2010-05-21-11-46 stop <a name="ch12b070"> Index begin Index this file 2010-05-21-15-20 start ■ Prove high power end Newton Inequality We have eqn.12.6 in hand, for example, a data set of ten numbers x=[x1,x2,...,x10] ---eqn.BK048 and ask to prove 10E3(x)*10E5(x)≦10E42(x) ---eqn.BK049 is true. <a name="ch12b071"> eqn.12.6 tell us that use x to build a tenth order polynomial p10(t) use x as its roots. Differentiate p10(t) to fifth order polynomial p5(t). Then prove next inequality eqn.BK050 <a name="ch12b072"> 5E3(x)* 5E5(x)≦ 5E42(x) ---eqn.BK050 If eqn.BK050 is true, then eqn.BK049 is true by eqn.12.6 Key point is red 5 10E5 is 10th order polynomial middle term, hard to prove. 5E5 is 5th order polynomial end term, easy to prove. <a name="ch12b073"> eqn.BK050 is p5(t)'s high power end inequality. This point can be seen from the term 5E5(x) for uEv(x), we must have u≧v. If u=v, that is the end, and no more. Because vEv(x) multiply by tzero, vEv(x) is a constant. Next differentiation v-1Ev(x) is gone. 2E3 do NOT exist. <a name="ch12b074"> For above reason, we only need to prove high power end Newton Inequality. Newton's Inequality general form is next Ej-1(x1,x2,...,xn)*Ej+1(x1,x2,...,xn)≦ Ej2(x1,x2,...,xn) ---eqn.12.7 2010-05-21-15-52 here <a name="ch12b075"> If we have one number in hand, that is x=[x1] ---eqn.BK051 There is nothing to do. <a name="ch12b076"> Index begin Index this file ■ Prove Newton Inequality n=2 Textbook page 182 If we have two data in hand, that is x=[x1,x2] ---eqn.BK052 Use x1,x2 as two roots, build a polynomial P2(t). P2(t)=(t-x1)*(t-x2) ---eqn.BK053 =t*t-t*(x1+x2)+x1*x2 =t*t-2*t*[(x1+x2)/2]+x1*x2 <a name="ch12b077"> On the other hand P2(t)=t2*2E0(x1,x2) -2*t1*2E1(x1,x2) +1*t0*2E2(x1,x2) ---eqn.BK054 <a name="ch12b078"> For the creation of eqn.BK054 please read start from Chapter 12: Symmetric Sums to at least Uppercase Ek(x) defined. eqn.BK053 and eqn.BK054 are both expression of P2(t). <a name="ch12b079"> We have 2E0(x1,x2)=1 ---eqn.BK055 2E1(x1,x2)=[(x1+x2)/2] ---eqn.BK056 2E2(x1,x2)=x1*x2 ---eqn.BK057 <a name="ch12b080"> For n=2 simplest case, Newton's inequality is E0(x1,x2)* E2(x1,x2) ≦ E12(x1,x2) ---eqn.12.8 Above is textbook equation. Below is tute0043.htm equation. 2E0(x)* 2E2(x)≦ 2E12(x) ---eqn.BK058 Put eqn.BK055, eqn.BK056 and eqn.BK057 into eqn.BK058, get 1*[x1*x2]?≦?[(x1+x2)/2]2 ---eqn.BK059 <a name="ch12b081"> We assume that x1>0 and x2>0 so that x1*x2>0. Now take square root of eqn.BK059 [x1*x2]1/2?≦?(x1+x2)/2 ---eqn.BK060 eqn.BK060 is certainly true. <a name="ch12b082"> [x1*x2]1/2 is Geometric Mean and (x1+x2)/2 is Arithmetic Mean GM≦AM is a matter of course. (one year ago, LiuHH is inequality stranger. Now LiuHH is sophomore) 2010-05-21-16-31 here Above is n=2 case. <a name="ch12b083"> Index begin Index this file ■ Prove Newton Inequality n=3 Textbook page 182 Below is n=3 case. We have three data in hand. x=[x1,x2,x3] ---eqn.BK061 We use x build third degree polynomial P3(t). To save work express P3(t) with 3Ek(x) directly <a name="ch12b084"> P3(t)=1*t3*3E0(x1,x2,x3) -3*t2*3E1(x1,x2,x3) +3*t1*3E2(x1,x2,x3) -1*t0*3E3(x1,x2,x3) ---eqn.BK062 <a name="ch12b085"> eqn.BK062 coefficient are [1,-3,+3,-1]. Neglect +/- [1,+3,+3,+1] is bicof(3,0)=1 bicof(3,1)=3 bicof(3,2)=3 bicof(3,3)=1 <a name="ch12b086"> Why eqn.BK062 involve binomial coefficients? Please see from Lowercase ek(x) defined. to Uppercase Ek(x) defined. <a name="ch12b087"> P3(t) eqn.BK062 contain two Newton's inequalities. They are E0(x1,x2,x3)* E2(x1,x2,x3)≦ E12(x1,x2,x3) ---eqn.12.9 E1(x1,x2,x3)* E3(x1,x2,x3)≦ E22(x1,x2,x3) ---eqn.12.10 Above is textbook equation. Below is tute0043.htm equation. 3E0(x)* 3E2(x)≦ 3E12(x) ---eqn.BK063 3E1(x)* 3E3(x)≦ 3E22(x) ---eqn.BK064 <a name="ch12b088"> Index begin Index this file for n=3 case, eqn.BK063 do not have 3E3(x). We can push eqn.BK063 to lower order polynomial. Compare eqn.BK063 with eqn.BK058 below 3E0(x)* 3E2(x)≦ 3E12(x) ---eqn.BK063 2E0(x)* 2E2(x)≦ 2E12(x) ---eqn.BK058 <a name="ch12b089"> Lower right corner 0,2,1 are the same in both equation. Lower left corner 3,2 tell us that job of P3(t) hand over to P2(t). Base on eqn.12.6 and already proved n=2 case eqn.BK058, we conclude that eqn.BK063 is true. <a name="ch12b090"> eqn.BK064 is different, because it has the term 3E3(x). We can not push eqn.BK064 to lower order polynomial. Because v-1Ev(x) is undefined. v-1Ev(x) is non-exist. <a name="ch12b091"> Lower left corner sub-note 'v-1' means polynomial order is v-1. Lower right corner sub-note 'v' means Symmetric Sum has order v. We have v-1 data in hand, we can not create v-th multiplication. Same argument in tute0042.htm Five numbers can not have power six. <a name="ch12b092"> We can not push eqn.BK064 to lower order polynomial. We must prove it right here n=3. This part is done in textbook page 183 <a name="ch12b093"> Index begin Index this file We need to find the definitions 3E1(x)=(x1+x2+x3)/3 ---eqn.BK065 3E2(x)=(x1*x2+x1*x3+x2*x3)/3 ---eqn.BK066 3E3(x)=x1*x2*x3 ---eqn.BK067 Above three equations are Symmetric Sum of x1,x2,x3 three data set. <a name="ch12b094"> eqn.BK065 and eqn.BK066 divide by three are taking average. Please see one to one Put eqn.BK065 to eqn.BK067 into eqn.BK064. The equation to prove is next<a name="ch12b095">
width of above equation <a name="ch12b096"> To prove high power end Newton Inequality, it is always easier to prove if use the reciprocal of x. In this case we divide whole equation by the n-th multiplied term nEn(x)=(x1*x2*...*xn) ---eqn.BK301 Inserted equation, use number 300+ <a name="ch12b097"> For this reason (divide by x), we require that the observed data x1,x2,...,xn all be positive. Zero is not allowed. <a name="ch12b098"> Index begin Index this file (x1*x2*x3)2 is expressed as 3E32(x) Divide eqn.12.11 by (x1*x2*x3)2 get
width <a name="ch12b099"> Expand eqn.BK068 get
width <a name="ch12b100"> Cancel like term get
width of above equation <a name="ch12b101"> Whether eqn.BK070 is true? From rearrangement inequality view point, eqn.BK070 is true. Because we can assume the order 0<x1≦x2≦x3 ---eqn.BK071 then reciprocal give us 1/x1≧1/x2≧1/x3 ---eqn.BK072 <a name="ch12b102"> Consider sequence_A=[1/x1, 1/x2, 1/x3] sequence_B=[1/x2, 1/x3, 1/x1] Rearrangement inequality say sequence_A dot product sequence_A is greater than or equal to sequence_A dot product sequence_B <a name="ch12b103"> Index begin Index this file Whether eqn.BK070 is true? From Cauchy's inequality view point, eqn.BK070 is true. Because we can assume the sequences sequence_C=[1/x1, 1/x3, 1/x2] sequence_D=[1/x2, 1/x1, 1/x3] <a name="ch12b104"> sequence_C dot product sequence_D get eqn.BK070 less than side sequence_C dot product sequence_C get square root of eqn.BK070 greater than side. sequence_D dot product sequence_D get square root of eqn.BK070 greater than side. Net result is eqn.BK070. <a name="ch12b105"> Whether eqn.BK070 is true? From AM-GM inequality view point, eqn.BK070 is true. Because we can do three times AM-GM inequality, then sum them to eqn.BK070. <a name="ch12b106"> That is 1/√(x1x1x2x2)≦[1/(x1x1)+1/(x2x2)]/2 ---eqn.BK073 1/√(x1x1x3x3)≦[1/(x1x1)+1/(x3x3)]/2 ---eqn.BK074 1/√(x2x2x3x3)≦[1/(x2x2)+1/(x3x3)]/2 ---eqn.BK075 Sum eqn.BK073 to eqn.BK075 get eqn.BK070. <a name="ch12b107"> Conclude: For n=3 case, Newton Inequality eqn.12.10 or eqn.12.11 or eqn.BK064 or eqn.BK070 is true. 2010-05-21-18-59 stop <a name="ch12b108"> Index begin Index this file 2010-05-21-22-30 start ■ Prove Newton Inequality n=any Textbook page 183 Newton's inequality in general case, Ek-1(x)*Ek+1(x)≦Ek2(x) ---eqn.12.2 for 0<k<n <a name="ch12b109"> x contain hidden condition that is x has n elements, polynomial has degree=n. Equation contain Ek+1(x) which can not exceed En(x) k+1≦n, then k<n . Equation contain Ek-1(x) which can not be smaller than E0(x), 0≦k-1 then 0<k . <a name="ch12b110"> If k+1<n, we have Ek-1(x)*Ek+1(x)≦Ek2(x) ---eqn.12.12 for 1≦k<n-1 eqn.12.12 condition 1≦k<n-1 eqn.12.2 condition 0<k<n The inequality in the group k+1<n can be push down to lower order polynomial's high end inequality. Done proof in low order polynomial. <a name="ch12b111"> If k+1=n, Ek+1(x)=En(x), we have En-2(x)*En(x)≦En-12(x) ---eqn.12.13 this is a boundary inequality. We can not push En(x) down to lower order polynomial. Because there is no more same E downward. Must prove eqn.12.13 right here. <a name="ch12b112"> Index begin Index this file We write eqn.12.13 in longhand and use x^j remind us that this xj is a missing term. Why missing? The only one not missing any is nEn(x). All elements multiply together. The next one nEn-1(x) has one missing in symmetric sum. <a name="ch12b113"> Example, assume x=[a,b,c,d,e] 5E5(x)=a*b*c*d*e no one missing. 5E4(x)=b*c*d*e+a*c*d*e +a*b*d*e+a*b*c*e +a*b*c*d In which "b*c*d*e" missing an 'a' "a*c*d*e" missing a 'b' etc. <a name="ch12b114"> If we write "b*c*d*e" as "a^*b*c*d*e", a^=pure number 1 at the step whole equation divide by "a*b*c*d*e" , the missing one "x^j" show up at denominator. Use "a^" or use "x^j" help us do bookkeeping right. 2010-05-21-23-22 stop <a name="ch12b115"> 2010-05-22-09-26 start We begin prove eqn.12.13 which is the high power end Newton's inequality. eqn.12.13 use the following symmetric sums<a name="ch12b116"> En(x)=x1*x2*...*xn ---eqn.BK076
'-1' in 'n-1' exclude one missing element "x^j". '-2' in 'n-2' exclude two missing "x^j" and "x^k". width <a name="ch12b117"> Binomial coefficient is defined here Substitute En(x), En-1(x), En-2(x) into eqn.12.13 get
highest order because x1*x2*...*xn no missing element width of above equation <a name="ch12b118"> 2010-05-22-10-28 here For n elements sequence, we build n-th order polynomial. There are n-1 Newton's inequality. They are <a name="ch12b119"> Index begin Index this file nEn-2(x)*nEn(x)≦nEn-12(x) ---eqn.12.13 nEn-3(x)*nEn-1(x)≦nEn-22(x) ---eqn.BK079 nEn-4(x)*nEn-2(x)≦nEn-32(x) ---eqn.BK080 ..... //Red are boundary terms <a name="ch12b120"> nE2(x)* nE4(x)≦ nE32(x) ---eqn.BK081 nE1(x)* nE3(x)≦ nE22(x) ---eqn.BK082 nE0(x)* nE2(x)≦ nE12(x) ---eqn.BK083 <a name="ch12b121"> Boundary Newton's inequality eqn.12.13 high power end and eqn.BK083 low power end are easy to prove. Because there are less terms involved. bicof(10,10)=1, bicof(10,9)=10; bicof(10,1)=10, bicof(10,0)=1. <a name="ch12b122"> Middle Newton's inequality has many terms and hard to sort out a form for inequality argument. Please see a hard work example at here and get trouble at here. bicof(10,5)=252, bicof(10,4)=210; after square 252*252=63504 terms <a name="ch12b123"> Index begin Index this file Now we prove boundary Newton's inequality eqn.12.14, it is much easier than the middle Newton's. 2010-05-22-11-09 here <a name="ch12b124"> We assume all data x1,x2,...,xn are positive numbers, no zero. We divide eqn.12.14 by square of x1*x2*...*xn convert high power (n-th power x1*x2*...*xn) to reciprocal of low power 1/x1 or 1/(x2*x3) etc. This division let x^j change from invisible one to visible 1/xj. After division we get<a name="ch12b125">
x hat as ONE, next step x^j show up at denominator. width <a name="ch12b126">
Reciprocal of highest order Newton's inequality width of above equation <a name="ch12b127"> 2010-05-22-11-43 here How to prove eqn.12.15? Textbook page 183 explain as following. ===textbook copy start=== <a name="ch12b128"> Index begin Index this file We could now stick with the pattern that worked for H3, but there is a more graceful way to finish which is almost staring us in the face. <a name="ch12b129"> If we adopt the language of symmetric function, the target bound (12.15) may be written more systematically as <a name="ch12b130">E0(1/x1,1/x2,...,1/xn) //E0 defined to be 1 *E2(1/x1,1/x2,...,1/xn) //E2=∑[1/(xixj)]/bicof(n,2) ≦E12(1/x1,1/x2,...,1/xn) //E1=∑[1/xk]/bicof(n,1) Above is ---eqn.BK085 <a name="ch12b131"> and one now sees that this inequality is covered by the first bound of the group (12.12). Thus the proof of Newton's inequality is complete. ===textbook copy stop=== 2010-05-22-11-54 here <a name="ch12b132"> Index begin Index this file First time read here, LiuHH was very puzzle. Why?! Newton's inequality is designed for x. Now the data become y=[1/x1,1/x2,...,1/xn] ---eqn.BK086 How can I use x equation to prove y property? <a name="ch12b133"> After more think, find out why. Newton's inequality is designed for x. That is very true. x and y are different, that is also true. <a name="ch12b134"> We need to see what limitation applied to data x ? Review from the beginning, Newton's inequality require x has n elements, otherwise it is another set Newton. <a name="ch12b135"> Require x has all positive elements, so that division of x1*x2*...*xn is possible. That is all. <a name="ch12b136"> Then y satisfy these two conditions too. So x's Newton inequality apply to y perfect. However, <a name="ch12b137"> we must differentiate n-th order polynomial Pn(t) all the way down to P2(t). ['2' in E2(y) demand P2(t)] This is not a problem, as long as the proof is DONE. Problem 12.1 is solved. 2010-05-22-12-13 stop <a name="ch12b138"> Index begin Index this file 2010-05-22-16-01 start ■ Prove Maclaurin Inequality Maclaurin's inequality asserts that [En(x)]1/n ≦ [En-1(x)]1/(n-1) ≦ ... ≦ [E2(x)]1/2 ≦ E1(x) ---eqn.12.3 <a name="ch12b139"> Here we still use eqn.12.6 With the property nEk(x)=n-1Ek(y) ---eqn.BK042 where 1≦k<n we only prove high power end Maclaurin Inequality. <a name="ch12b140"> Middle power Maclaurin Ineq. go to lower order polynomial's high power end, like Newton did. Please see Push down diagram Newton use 3 E, Maclaurin use 2. uEv(x) u=v indicate reach end. Diagram colored for Newton but same reason apply to Maclaurin. <a name="ch12b141"> Let us exam high power end Maclaurin Inequality [En(x)]1/n ?≦? [En-1(x)]1/(n-1) ---eqn.BK087 The requirement to x is that x has n elements and all of x elements are positive. If we normalize x such that Geometric Mean of x is one x1*x2*...*xn=1 ---eqn.BK088 <a name="ch12b142"> Index begin Index this file Normalize x still satisfy two requirements. eqn.BK087 raise power to (n-1) eqn.BK087 become 1 ?≦? En-1(x) ---eqn.BK089 Divide eqn.BK089 by x1*x2*...*xn=1, we have<a name="ch12b143">
width <a name="ch12b144"> which reduce to
width of above equation <a name="ch12b145"> eqn.BK091 is AM-GM inequality. for the sequence y=[1/x1,1/x2,...,1/xn] ---eqn.BK086 which is true. Proof of Maclaurin Inequality is done. 2010-05-22-16-44 stop <a name="ch12b146"> Index begin Index this file 2010-05-22-17-07 start ■ 'high power end'? why it is t0? The term 'high power end' is used frequently in this page. Sometime it may be confuse. Please see polynomial in terms of E's. In one equation, each Eu*tv must have u+v=constant. Please see related topic. <a name="ch12b147"> 'high power end' for E, u=n is ' low power end' for t, v=0 . ' low power end' for E, u=0 is 'high power end' for t, v=n . <a name="ch12b148"> In this page, the term 'high power end' is reserved for E, not for t. If you see notes say 'high power end', look for E, do not look at t! <a name="ch12b149"> Polynomial P6(t) differentiate once become P5(t) Eu*tv u+v=constant 6. change to Eu*tw u+w=constant 5. tv reduce power by one. Eu is constant (no t), Eu is unchanged. 2010-05-22-17-25 stop <a name="ch12b150"> Index begin Index this file 2010-05-22-18-30 start ■ Equality in Newton and Maclaurin Newton's inequality eqn.12.2. Maclaurin's inequality eqn.12.3 equality condition is x1=x2=...=xn ---eqn.BK092 <a name="ch12b151"> For n=3 case, Prove Newton's Inequality, used three methods From rearrangement inequality From Cauchy's inequality From AM-GM inequality. <a name="ch12b152"> We explain equality condition from three methods too. The basic point is that we are given one data set x=[x1,x2,...,xn] ---eqn.BK093 we can not use xn+1. <a name="ch12b153"> Use numerical example for easy illustration. Assume given seq_A1=[1,2,3,4,5] ---eqn.BK094 <a name="ch12b154"> Index begin Index this file Rearrangement inequality need just one data set. Second seq. is re-arranged from first. Define seq_B1=[3,2,4,1,5] ---eqn.BK095 <a name="ch12b155"> Rearrangement inequality get seq_A1*seq_B1 ≦ seq_A1*seq_A1 ---eqn.BK096 1*3+2*2+3*4+4*1+5*5 //48≦ ≦1*1+2*2+3*3+4*4+5*5 //55 How can we do re-arrangement still get equality? The only answer is that given seq_A2=[2,2,2,2,2] ---eqn.BK097 All elements are the same. Re-arrange please. Any seq_B2 is still [2,2,2,2,2] <a name="ch12b156"> The condition x1=x2=...=xn ---eqn.BK092 let us get equality in Newton's inequality eqn.12.2. and Maclaurin's inequality eqn.12.3 <a name="ch12b157"> Next see Cauchy's inequality Cauchy require two sequences. If we have seq_A1=[1,2,3,4,5] ---eqn.BK094 seq_C1=[2,4,6,8,10] ---eqn.BK098 Two sequence are proportional. Cauchy will give us equality! <a name="ch12b158"> But, we discuss Symmetric Sums '6,8,10' are not given ! seq_C1 is forbidden. Then create second sequence from given sequence is same as re-arrangement. Same result eqn.BK092 let Cauchy give us equality. <a name="ch12b159"> Index begin Index this file Third, see AM-GM inequality. We applied three times AM-GM inequality. From eqn.BK073 to eqn.BK075. Each one equality condition is xi=xj ---eqn.BK099 Link one by one, all xk are equal. x1=x2,x2=x3,x3=x4 etc. Again we get eqn.BK092 Please see Equality GM=AM is easy 2010-05-22-19-12 stop 2010-05-23-18-20 done first proofread 2010-05-23-21-23 done second proofread 2010-05-23-21-46 done spelling check Javascript index http://freeman2.com/jsindex2.htm local Save graph code to same folder as htm files. http://freeman2.com/jsgraph2.js local File name tute0043.htm means TUTor, English, 43rd .htm Chinese series file name is tutc0001.htm This page, Inequality file thirty seven. http://freeman2.com/tute0043.htm First Upload 2010-05-23 (Inequality start from tute0007.htm) Thank you for visiting Freeman's page. Freeman 2010-05-23-21-47 ≦ ≠ ≧ <=>±≡≈≌≒∏∑√∛∜∝ →∞ ⊕⊙ 〈v,w〉 ∈ ∀∂⊥∃∋∆∇∟∠∫∬∭∮∥○●◎ ∧∨∩∪∴∵∶∷⊂⊃⊄⊅⊆⊇⊿+-*/ §‰¼½¾ ⅓⅔⅕⅖⅗⅘⅙⅚⅛⅜⅝⅞⅟←↑→↓↔↕↖↗↘↙ ■□ ▢▣▤▥▦▧▨▩▪▫ × ÷ ° ◦º¹²³ ⇒ ⇓ ⇔ ΑΒΓΔΕΖΗΘΙΚΛΜΝΞΟΠΡΣΤΥΦΧΨΩ ΪΫάέήίΰ αβγδεζηθικλμνξοπρςστυφχψω |