From: rusin@washington.math.niu.edu (Dave Rusin) Newsgroups: sci.math.research Subject: Re: Any ideas on skipping from x'=-g(x) right to \int h(x_t)dt >, Lones A Smith wrote: >Suppose I know that x'=-g(x) where g(0)=0 and g is increasing for x>0. >Initially, say x_0>0 is known. I wish to know whether > >\int_{t=0}^infty h(x_t) dt >infty or >where h(0)=0 and h is increasing for x>0. >BUT I do not have any functional forms for g and h, and thus cannot >simply solve the DE and then plug its solution into the integral. > >Is there any way of using known relationships between g and h near 0 >to definitively resolve this problem? No, but the behaviour of g and h across (0, oo) will do. Your integral may be written \int_{t=0}^\infty [h(x(t))/g(x(t))].g(x(t))dt, which is useful since g(x(t))=x'(t) by assumption. Thus the change-of-variables formula gives this integral as \int_{x=x_0}^\lastx [h(x)/g(x)] dx where \lastx is the upper bound on the image x(0,oo). (warning: this need not be \infty, as the example g(x)=x^2+1 shows.) Thus what you need to get a finite integral is precisely that |h/g| be integrable across this range. The relative behaviours of h and g near 0 will only determine whether or not h/g is locally integrable there; you definitely need to know the long-term behaviour of this quotient to resolve the problem as given. dave ============================================================================== From: rusin@washington.math.niu.edu (Dave Rusin) Newsgroups: sci.math.research Subject: Re: Any ideas on skipping from x'=-g(x) right to \int h(x_t)dt >, I wrote: >In article <43dm3e$cce@senator-bedfellow.mit.edu>, >Lones A Smith wrote: >>Suppose I know that x'=-g(x) where g(0)=0 and g is increasing for x>0. ^ One teensy little minus sign escaped my attention. So you have dx/dt = -g(x). Separating variables, G(x) = t, where G is some antiderivative of -1/g. Since g is positive and increasing, G'=-1/g is negative and increasing, meaning G is decreasing and concave up. These adjectives describe the graph of G, which shows t as a function of x; the graph of x as a function of t is then a reflected version of this, which is also decreasing and concave up. The fact that -1/g has a pole at zero does not mean G does (e.g. if g(x) = x^(1/2) and x(t)=(1-t)^2.) Thus the inverse function describing x as a function of t may not have a domain including all of [0, \infty) (at least, not a domain on which dx/dt continues to be a negative function of x.) Since in the sequel you seem to want to let t--> \infty, you must be assuming that g has a high enough order of vanishing at 0 that it is not locally integrable there. Then we see lim_{t->\infty} x(t) must be zero. (OK, that's not completely obvious but it does follow from the assumption that the given properties of g hold on all of [0, x_0].) >>Initially, say x_0>0 is known. I wish to know whether >> >>\int_{t=0}^infty h(x_t) dt >infty or > >>where h(0)=0 and h is increasing for x>0. ... >Your integral may be written > \int_{t=0}^\infty [h(x(t))/g(x(t))].g(x(t))dt, >which is useful since g(x(t))=x'(t) by assumption. Thus the change-of-variables >formula gives this integral as > \int_{x=x_0}^\lastx [h(x)/g(x)] dx >where \lastx is the upper bound on the image x(0,oo). (warning: this need >not be \infty, as the example g(x)=x^2+1 shows.) I have no idea what that example was supposed to show. (Oh, yes I do, but I'll pretend I don't; it's less embarassing.) Anyway, in view of what we said about the graph of x(t), we get the integral to be more properly \int_0^{x=x_0} [h(x)/g(x)] dx. >Thus what you need to get a finite integral is precisely that |h/g| be >integrable across this range. The relative behaviours of h and g near 0 >will only determine whether or not h/g is locally integrable there; you >definitely need to know the long-term behaviour of this quotient to >resolve the problem as given. For "long-term" read "on [0, x_0]", but since you assumed g and h both to be increasing, this is equivalent to assuming h/g is locally integrable at both 0 and x_0. Since you have assumed g vanishes reasonably quickly as x -> 0, h will have to vanish a little faster there. Near x_0, it is sufficient to assume that h stays bounded, or increases to infinity fairly slowly, although if g increases to infinity at x_0 then h can increase a little faster. Just in case you're tempted to jump to a conclusion: h/g need not be monotonic near either endpoint; there can be wild swings in the magnitude of h/g which of course can enable or disallow integrability. dave ============================================================================== Date: Mon, 18 Sep 95 15:29:18 CDT From: rusin (Dave Rusin) To: lasmith@MIT.EDU Subject: Re: Any ideas on skipping from x'=-g(x) right to \int h(x_t)dt > Thanks for the reply. I realized ex post that the problem would be much >easier in the "autonomous" case than in the other case I really cared about, >namely > >\int t h(x_t)dt > >Do you know of any general approach to a (modified) problem like this, or had >you just noticed an ad hoc approach that you do not think extends? No problemo. Let K(t) be an antiderivative of h(x(t)). Then the integrateion by parts formula writes your integral as t K(t) - \int K(t) dt. Now, K we find as in the previous post: K =\int h(x(t)) dt = \int (h/g)(x) dx, that is, K(t) = H(x(t)) where K(x) is an antiderivative of h/g. So that last term in integration by parts is \int H(x(t)) dt which looks just like yesterday's integral but capitalized! It comes out to \int H(x)/g(x) dx. To recap: we find functions of x with H'(x) = h(x)/g(x) and L'(x) = H(x) / g(x); then your integral is t H(x(t)) - L(x(t)) and is finite as long as H and L are finite on [0, x_0], with now the extra condition that H(x) decreases to zero quickly enough as z --> 0 (so that lim_{t --> oo} t*H(x(t)) stays finite). Oh, I suppose there are other cases in which the integral can be finite (with the growth in H and L cancelling out) but your interest seems to be in gaining the desired conclusions by asserting enough conditions about the behaviours of h and g near 0. By the way, the assumption that h and g are defined and increasing _all_ the way from 0 to x_0 removes one of the problems I left you with in the last post: in that case h/g will be bounded (and hence integrable) near x_0, so that only the behaviour at x=0 matters. I will also comment (with regard to your other post) that for any decreasing function f on [0,oo) we have that \int f dt < oo iff Sum(f(n), n=1, ...., oo) is finite; applied to f(t) = h(x(t)), this shows that the integral mimics the discrete problem correctly. On the other hand, the condition x'=-g(x) does not give quite the same assumptions as x_n+1 - x_n = -g(x_n), so I don't quite know what to say about that part (that's why I didn't followup). dave ============================================================================== Date: Tue, 19 Sep 95 16:40:24 -0400 From: [Permission pending] To: rusin@math.niu.edu (Dave Rusin) Subject: Re: Any ideas on skipping from x'=-g(x) right to \int h(x_t)dt >> Thanks for the reply. I realized ex post that the problem would be much >>easier in the "autonomous" case than in the other case I really cared about: >> >>\int t h(x_t)dt >> >>Do you know of any general approach to a (modified) problem like this, or >>had you just noticed an ad hoc approach that you do not think extends? > To recap: we find functions of x with H'(x) = h(x)/g(x) and >L'(x) = H(x) / g(x); then your integral is > t H(x(t)) - L(x(t)) >and is finite as long as H and L are finite on [0, x_0], with now >the extra condition that H(x) decreases to zero quickly enough as >z --> 0 (so that lim_{t --> oo} t*H(x(t)) stays finite). The problem with this approach is that it is not autonomous. You cannot deduce this condition without knowing the solution x(t) of the DE. >I will also comment (with regard to your other post) that for any >decreasing function f on [0,oo) we have that \int f dt < oo iff >Sum(f(n), n=1, ...., oo) is finite; applied to f(t) = h(x(t)), this >shows that the integral mimics the discrete problem correctly. On >the other hand, the condition x'=-g(x) does not give quite the same >assumptions as x_n+1 - x_n = -g(x_n), so I don't quite know what to >say about that part (that's why I didn't followup). Basically, I am thinking of the Euler constant (I think that is what it is called), namely .577.... which is the difference between the curve 1/x between x=1 and x=infty and the staircase f(x)=1/n for n<=x