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Essentials of Computational Chemistry

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74 3 SIMULATIONS OF MOLECULAR ENSEMBLES<br />

where we have used the relationship between velocity and momentum<br />

v = p<br />

m<br />

Similarly, the relationship between two momentum vectors is<br />

t2<br />

p(t2) = p(t1) + m<br />

t1<br />

(3.11)<br />

a(t)dt (3.12)<br />

where a is the acceleration. Equations (3.10) and (3.12) are Newton’s equations <strong>of</strong> motion.<br />

Now, we have from Newton’s Second Law<br />

a = F<br />

m<br />

(3.13)<br />

where F is the force. Moreover, from Eq. (2.13), we have a relationship between force<br />

and the position derivative <strong>of</strong> the potential energy. The simple form <strong>of</strong> the potential energy<br />

expression for a harmonic oscillator [Eq. (2.2)] permits analytic solutions for Eqs. (3.10) and<br />

(3.12). Applying the appropriate boundary conditions for the example in Figure 3.1 we have<br />

<br />

k<br />

q(t) = b cos<br />

m t<br />

<br />

(3.14)<br />

and<br />

p(t) =−b √ mk sin<br />

<br />

k<br />

m t<br />

<br />

(3.15)<br />

These equations map out the oval phase space trajectory depicted in the figure.<br />

Certain aspects <strong>of</strong> this phase space trajectory merit attention. We noted above that a<br />

phase space trajectory cannot cross itself. However, it can be periodic, which is to say it<br />

can trace out the same path again and again; the harmonic oscillator example is periodic.<br />

Note that the complete set <strong>of</strong> all harmonic oscillator trajectories, which would completely fill<br />

the corresponding two-dimensional phase space, is composed <strong>of</strong> concentric ovals (concentric<br />

circles if we were to choose the momentum metric to be (mk) −1/2 times the position metric).<br />

Thus, as required, these (periodic) trajectories do not cross one another.<br />

3.3.2 Non-analytical Systems<br />

For systems more complicated than the harmonic oscillator, it is almost never possible to<br />

write down analytical expressions for the position and momentum components <strong>of</strong> the phase<br />

space trajectory as a function <strong>of</strong> time. However, if we approximate Eqs. (3.10) and (3.12) as<br />

q(t + t) = q(t) + p(t)<br />

t (3.16)<br />

m

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