The Loschmidt Reversibility Objection
Some context
To summarize Boltzmann’s account from the last couple of
lectures: he introduces a probabilistic reduction of the second law of
thermodynamics, by claiming that an increase in entropy is extremely likely,
but cannot be certain, as the micro-dynamics are time-reversible. His law is as
follows, if entropy is far from the maximum possible for the system:
For any t2 > t1, Sʙ(t2)
> Sʙ(t1)
So what does it mean for entropy to be probabilistic? One
way to introduce probability is by appeal to “macro-probabilities” using the
Proportionality Postulate, where the probability of a macro-state is
proportional to the restricted Lebesgue measure, so that the approach to
equilibrium is the evolution from an unlikely to a likely macro-state. Another
way to introduce probability is by appeal to “micro-probabilities,” using the
Statistical Postulate, where the probability that a micro-state lies in a
sub-region A of a macro-region is a ratio of the measure of itself to that macro-region.
In this second case the truth depends on the dynamics.
The trouble with the first case (macro-probabilities): a
system does not have to move from an improbable to a probable state. The number
of improbable states might be higher. The trouble with the second case
(micro-probabilities): time symmetry implies that if a system is in low entropy
it must be so in virtue of some antecedent high entropy.
Loschmidt
Lodschmidt elaborates on the second problem, and claims
further that if transition from low to high entropy is possible, it must be
possible that transition can occur from high to low entropy. This argument can
be formalized as follows:
P1. If a transition from state xᵢ to state xᶠ in time span ∆ is possible, then the transition from state Rxᶠ to state Rxᵢ in time span ∆ is possible as well
P2. The Boltzmann entropy is invariant
under R
C. If a transition from entropy Sᵢ to
higher entropy Sᶠ is possible, so is a transition from higher entropy Sᶠ to
lower entropy Sᵢ
So Loschmidt’s objection reveals a contradiction with the 2nd
law, resulting in what is called “Loschmidt’s paradox.” The objection can be
summarized quite simply as follows: it should not be possible to deduce an irreversible process from time-symmetric
dynamics.
Frigg (2012)
According to Frigg it might be possible to respond to
Loschmidt by a reminder that Boltzmann’s law is probabilistic, not universal,
hence it can allow for some unwanted transitions even if the transitions are
unlikely. However, this response would be inadequate: in virtue of
time-invariance, if a system’s evolution from low to high entropy is very likely, the system is also very likely to have evolved from an
antecedent higher entropy. This
result is contrary to intuition, let alone Boltzmann’s law: it implies that my
cold cup of tea, which has transitioned from its previous high temperature, is
only in its current state in virtue of the antecedent lower temperature it must have had at the outset.
Frigg also mentions Zermelo’s Recurrence Objection: Poincare
had pointed out that almost every point in a system’s phase space lies on a
trajectory that will return arbitrarily close to the same point after some
finite time. For Zermelo, this means that entropy cannot continually increase;
rather, there will be some period of time during which entropy decreases. So my
cold cup of tea will eventually heat up again of its own accord, and this
result also seems considerably counterintuitive.
Solving the problem
To solve Loschmidt’s objection our best option is to assume
that an entire system has had some initial state of low entropy prior to any
transitions. So, in short, we have to conditionalise the system’s initial
state. This entails a replacement of the statistical postulate (which makes no
reference to a system’s past.) To create an appropriate replacement, we
restrict our consideration of states to those which have the right past – those
which started off in the system’s initial state. Having restricted our
consideration in this way, we can then ask what portion of micro-states has a
higher entropy future, appealing to some image of the initial state under the
dynamics of the system since the process started. Such an image can be formally
conveyed in the following replacement of the statistical postulate, SP*: p(A) =
m(AÇRt) / m(Rt). So, Frigg concludes, “if we
choose A to be the set of those states that have a higher entropy future, then
the probability given by SP* for a high entropy future has to come out high.”
Results
What do you think about the solution Frigg describes?
I’m not sure about it – does it indicate that the only way to maintain a
probabilistic Boltzmannian account of entropy requires some convention from the
outset? It reminds me of the work we did last term on the conventionality of
geometry, where the stipulating of forces or rigid bodies had significant sway
over the physics. Suppose we choose the big bang as our initial state of the
system: this will require the assumption that laws of nature are universal in
the sense of being valid all the time and everywhere, so that the system is
sufficiently governed by the deterministic laws of classical mechanics
throughout. That’s not directly problematic in itself, but it requires
commitment. Furthermore, I wonder about ontological parsimony: how much of a
transition or experiment is relevant to, -or warrants being included as- a part
of the entire system?
I remain a bit confused about Albert's proposal for conditionalisation on the past hypothesis (although I've only read about it as reported in Frigg).
ReplyDeleteFrigg says that ``Albert (2000, 94-96) suggests the following remedy: SP is valid only for the Past State ...; for all later states the correct probability distribution is ... conditionalise[d] on the Past Hypothesis and the current macro-state''
I have two confusions.
Firstly: if the standard statistical postulate remains valid for the Past State then surely we are left with the problem that it is incredibly unlikely according to the that statistical postulate.
Secondly: if we move from the standard statistical postulate to the past state statistical postulate over time then there will be a discontinuity in the probabilities of given states when the change from one postulate to another occurs (ie is made if you are a conventionalist about this). This discontinuity presumably means that the probabilities will have to be interpreted differently.
Also I wonder what the relation between Albert's defense of the past hypothesis and anthropic arguments is?