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From: Golabi Doon on 3 Jul 2010 11:11 Thank you a lot Stephen and Rob for your valuable clarification. I am convinced that you are absolutely right. Regards Golabi On Jul 3, 10:06 am, Rob Johnson <r...(a)trash.whim.org> wrote: > In article <279cf805-79d9-4ebb-9f0a-b23b7d062...(a)z15g2000prn.googlegroups..com>, > > > > > > Golabi Doon <golabid...(a)gmail.com> wrote: > >Consider a function f_n(x) defined on [-pi,pi] that is represented > >with n frequency components: > >f_n(x)=sum_{k=1}^n a_k cos(kx) + b_k sin(kx) > > >The set {a_k,b_k} for k=1,...n is given. > > >The function f_n may have multiple peaks (I think at most 2n). By a > >peak I mean a point that is a local minimum or local maximum. > > >Now, does the fact that the basis functions have bounded frequency > >(due to finite n) imply a bound on how close two peaks of f_n can be? > > >In other words, can we define a quantity d, that is a function of n, > >such that we can say "For any two peaks of f_n(x), whose location is > >denoted by x_1 and x_2, we always have |x_1-x_2| >= d(n)"? > > >If so, what that d(n) is in terms of n? > > Consider the function for n = 2 > > f(x) = sin(2x) - 2(1-t) sin(x) > > Take the derivative of f > > f'(x) = 2 cos(2x) - 2(1-t) cos(x) > > = 4 cos^2(x) - 2(1-t) cos(x) - 2 > > Solving this equation for f'(x) = 0, we get > > 1-t + 3 sqrt(1 - 2t/9 + t^2/9) > cos(x) = ------------------------------ > 4 > > t + 3(1-sqrt(1 - 2t/9 + t^2/9)) > = 1 - ------------------------------- > 4 > > ~ 1 - t/3 > > Therefore, f'(x) = 0 when x^2 ~ 2t/3. By making t small, we can > bring the two local extrema of f(x) near x = 0 as close as we want. > Thus, there is no lower bound, based on n, for the distance between > two local extrema of such a function. > > Rob Johnson <r...(a)trash.whim.org> > take out the trash before replying > to view any ASCII art, display article in a monospaced font- Hide quoted text - > > - Show quoted text -
From: W^3 on 3 Jul 2010 16:41 Another approach: Set p(t) = |e^(it)-1|^2|e^(it)-e^(it_0)|^2. Then p is a trigonometric polynomial with p(0) = 0 = p(t_0); clearly 0 and t_0 give absolute minima, and they are as close together as we want. (This p may have a constant term; just subtract it off if desired.)
From: Rob Johnson on 3 Jul 2010 20:20
In article <279cf805-79d9-4ebb-9f0a-b23b7d0628c2(a)z15g2000prn.googlegroups.com>, Golabi Doon <golabidoon(a)gmail.com> wrote: >Consider a function f_n(x) defined on [-pi,pi] that is represented >with n frequency components: >f_n(x)=sum_{k=1}^n a_k cos(kx) + b_k sin(kx) > >The set {a_k,b_k} for k=1,...n is given. > >The function f_n may have multiple peaks (I think at most 2n). By a >peak I mean a point that is a local minimum or local maximum. > >Now, does the fact that the basis functions have bounded frequency >(due to finite n) imply a bound on how close two peaks of f_n can be? > >In other words, can we define a quantity d, that is a function of n, >such that we can say "For any two peaks of f_n(x), whose location is >denoted by x_1 and x_2, we always have |x_1-x_2| >= d(n)"? > >If so, what that d(n) is in terms of n? The preceding was quoted simply for context. In article <aderamey.addw-B1FB3C.13412603072010(a)News.Individual.NET>, W^3 <aderamey.addw(a)comcast.net> wrote: >Another approach: Set p(t) = |e^(it)-1|^2|e^(it)-e^(it_0)|^2. Then p >is a trigonometric polynomial with p(0) = 0 = p(t_0); clearly 0 and >t_0 give absolute minima, and they are as close together as we want. >(This p may have a constant term; just subtract it off if desired.) Using the Law of Cosines, we get p(t) = 4 (1 - cos(t)) (1 - cos(t-t_0)) With a bit of manipulation and getting rid of the k = 0 term (the constant term) we get, in the form requested, 2 sin(t_0) sin(2t) + 2 cos(t_0) cos(2t) - 4 sin(t_0) sin(t) - 4 (1 + cos(t_0)) cos(t) This actually has 3 extrema within a distance of t_0, and still only needs n = 2. Cool. Rob Johnson <rob(a)trash.whim.org> take out the trash before replying to view any ASCII art, display article in a monospaced font |