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multiple time scale dynamics with two fast variables and one slow ...

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Recall from Lemma 2.5.1 that we have the estimate<br />

t <br />

exp (B−ΛId)dr ≤ ¯Me<br />

s<br />

−µ(t−s)<br />

Therefore we can now estimateˆX as follows:<br />

t<br />

ˆX ≤ J(t) −1 ˆX0+<br />

<br />

≤ ¯M e −µt ˆX0+<br />

J(t) −1 <br />

<br />

J(s)<br />

η2<br />

<br />

−<br />

Z1<br />

η11<br />

<br />

<br />

ˆX<br />

<br />

<br />

Z1<br />

ds<br />

e −µ(t−s) <br />

(β3(s) ˆX+β2(s))ds<br />

0<br />

t<br />

0<br />

(2.35)<br />

The last equation is in a form to apply a generalized Gronwall inequality which<br />

states that if u, v, c≥0, c is differentiable <strong>and</strong> v(t)≤c(t)+ t<br />

u(s)v(s)ds then<br />

t t<br />

v(t)≤c(0) exp u(s)ds+ c<br />

0<br />

0<br />

′ t <br />

(s) exp u(r)dr ds<br />

s<br />

For a proof see [20]. If we multiply (2.35) by e µt <strong>and</strong> apply the generalized Gron-<br />

wall inequality we obtain:<br />

e µt <br />

t<br />

ˆX≤ ¯M ˆX0e 0 β3(s)ds<br />

t<br />

+ e<br />

0<br />

µs t<br />

β2(s)e s β3(r)dr<br />

<br />

ds<br />

We know from the size of the neighbourhood/box B that|a|

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