This essay will look at livings systems in the light of
thermodynamics.
Livings systems will be considered as dissipative
structures - mechanisms which flatten out energy
gradients in the environment - by degrading sources of
potential energy into heat.
Burning bright
The basic idea discussed here is that living systems evolve
in a way that maximally degrades the energy resources
available to them.
Ecosystems evolve by accumulating technology which
assist them in:
identifing sources of potential energy and...
utilising those resources for reproductive ends.
As a consequence of evolution, ecosystems typically become
increasingly adept at identifying and utilising sources of
potential energy within their environment.
Why burn bright?
The reason for thinking that ecosystems might behave in this
way has a conceptually simple theoretical foundation:
In a competition between two similar populations the group
with greater ability to locate and utilise sources of energy
is likely to prevail. Consequently we might expect to see a
greater rate of utilisation of resources as time passes - and
organisms get better at using environmental energy
sources - and turning potential energy into offspring.
Support
Kay and Schneider [1] explored a
number of the ideas discussed here - in 1994.
They wrote, for example:
ecosystems develop and select energetic pathways that
strive to degrade as much of the energy available to
them as possible.
This appears to invert the conventional wisdom that living
systems are attempting to create order - partly in the form
of copies of their genome - rather than disorder. However -
as we will come to see - these activities are rather
fundamentally interrelated.
Another supporter seems to be Michael J. Russel [4]:
What does Life do?
It responds electrochemically to geochemical and
photochemical tensions on Earth by attempting to resolve
them, remaking itself in the process that it might create a
greater overall disorder. Or in the words of Simon Black
(2000) -"energy uses an organism as a mechanism for self-
dissipation."
Self-organising systems dissipate energy
An example of a self-organizing system that is well known
for increasing the rate of entropy increase is the vortex
that forms when draining fluids through small holes.
This example is one of the illustrations of the "gradient
reducing nature of self-organizing systems" used by Kay and
Schneider.
Dribble
Vortex
Anyone who's spent much time getting liquids out of bottles
is already intuitively familiar with the phenomenon
illustrated above.
If you give the liquid a slight spin then a vortex forms -
and the liquid comes out much more rapidly.
The turbulent flow finds that it can best dissipate energy
if it forms an air channel from the surface of the liquid to the
exit hole. This air channel allows air to flow in in a
continuous stream - so the pressure differential which would
otherwise ect to hold the water in the bottle is minimised.
In my experiments, creating such a vortex reduced total
drainage times by a factor of three - representing a large
rise in the rate of entropy increase.
As Kay and Schneider point out, much the same phenomena
plays a role in dissipating energy in the atmosphere - in
the form of real tornadoes and hurricanes.
Maximum entropy increase
Some of the most impressive work I have seen on dynamical
systems that maximise thair rate of energy degradation has
come from Japanese workers studying turbulence and
meteorological phenomena.
In particular the work of Hisashi Ozawa
[3] is well worth examining more closely.
The following quotes from the abstract should give the general flavour:
Previous works on thermodynamics of the climate system are
reviewed in the light of a thermodynamic concept presented
here.
It states that entropy of thermal reservoirs connected
through a non-linear system, in which materials interact
mutually, will increase along a path of evolution with a
maximum rate of entropy increase, among a manifold of
allowed paths. [...]
Consequently, it is found that Paltridge's suggestion on
maximum entropy increase by turbulent heat transport in the
earth's climate system, as well as Malkus-Howard-Busse's
suggestion on maximum energy dissipation in turbulent flows,
is rigorously explained by the single thermodynamic concept.
The idea that nonlinear systems evolve in such a way as to
maximally increase entropy has been christened by some
authors as the principle of maximum dissipation (sometimes
abbreviated to "MPD"). It turns out this can sometimes be
used to help calculate the evolution of a system - in much
the same way that the principle that light rays take the
shortest path through a system can be used to calculate
angles of refraction.
While it is interesting that phenomena such as turbulent
fluid flow naturally migrate to states where they are
dissipating energy as rapidly as possible - I feel that such
simple self-organizing systems only represent the
beginnings of what is possible.
In order to really dissipate energy properly you
need a living system, so that sources of potential energy
are actively sought-out - and it should really be
capable of evolving intelligent life - since intelligence is
the route to developing most technologies for locating and
utilising potential energy sources.
Burning bright - or burning long?
The rate at which the resources can be utilised can be a
factor which influences the competitiveness of a population.
If two populations expand into an environment which
has plentiful resources, the population that can most
rapidly translate the energy into offspring is likely to
wind up with a significant weight of numbers - and this can
easily translate into a competitive advantage in any battle
for what remains.
Overall efficiency can also be relevant - in times where
food is scarse, the future may belong - not to the
population that attemps to turn its food into increased
population as rapidly as possible - but rather to those that
maintian a low population size and conserve their food
supplies.
These strategies are usually mutually exclusive - burning
brightly is usually not going to produce a light that lasts
for such a long time.
I believe these strategies can usefully be seen as the result of
optimising over different time periods. The first is more short
sighted - while the latter takes a more long term view.
In the context of this essay the question of whether nature
is "burning bright", or is "burning long", boils down to the
question of whether she is maximising burn rate - or is
creating maximal eventual disorder. It seems likely that
the truth lies somewhere in between these two extremes.
Maximising order - and maximising disorder
Evolutionary biologists often judge the "worth" [1] of biological features, by considering to
what extent they contribute to the copying of the genotype
responsible for that feature.
In thermodynamic terms, that can be seen as a rather simple
approximation of the quantity of order condensed
from the environment into its own tissues.
The approach here suggests another metric - namely the
extent to which a feature contributes to degrading the
various sources of energy in the environment - increasing
overall entropy - and creating disorder.
These metrics are clearly closely related - since
in the process of creating the order present in
those genomes, a great deal of disorder will
inevitably need to be created somewhere.
Attempts to maximise order actually maximise disorder
A thermodynamic analogy may help to see why maximising
order in one place has the effect of maximising
the total disorder:
Imagine you have a fridge, which you want to keep cool. The
colder you make it, the more energy it takes to maintain its
temperature in the face of ambient heat from the
environment. Similarly if you want to make the fridge
larger, it will take more energy to keep it cool - since the
rate of heat loss through the surface will increase - due to
the increased surface area.
In this analogy, the cool fridge represents the order in a
living system. Attempts to increase this appear to
inevitably result in more disorder elsewhere.
It seems that any dynamical system that attemps to create
order in one region will inevitably wind op doing so by
increasing the total entropy. The more order it attempts to
maintain, the greater rate at which it depletes the
available energy sources.
The thermodynamic view
There are advantages to adopting a thermodynamic stance. It
better allows comparisons between individuals from different
species - than counting genes does.
Often, counting genes, genomes - or any other reproductive
unit - would be a rather pointless exercise - since
comparions between species would make little sense.
To those unfamiliar with the idea, it might seem odd to
describle the "purpose" or "function" of a "designoid"
system in thermodynamic terms - rather than in terms of
making more copies of genes - but it seems to me that such a
description more accurately represents what is fundamentally
going on.
Such thermodynamic metrics - in common with the more
familiar reproductive ones - can both be applied over
different timescales.
Since different elements of a system may be attempting to
optimise over different timescales - constructing a single
function that is being optimised may prove challenging.
The relationship between created order and environmental
disorder suggests a flip-side to approaches involving measuring
reproductive success.
Rather than attemping to estimate the extent of the order
created by a living system - you could see to what
extent it has made use of the available energy sources.
Looking at the state of sources of environmental energy may
sometimes be more practical than attemping to assess the
order created by an ecosystem.
Is life creating order - or disorder?
Is the creation of disorder by ecosystems a "by-product" of
their striving towards order?
Or can we follow Kay and Schneider [1] - and say that ecosystems "strive to
degrade as much of the energy available to them as
possible"?
It seems established that attempts to create order
will necessarily increase overall entropy.
Similarly it seems that one of the best ways to increase
entropy - in the long term - is to introduce a complex
living system into the environment.
The thesis that living systems are attempting to maximise
total entropy is "paradoxically" very similar to the one that
they are attempting to create maximum local order (by making
many copies of their genome).
Overall, I'm inclined to state the goal of living systems in
overall thermodynamic terms - and thus to talk about
creating disorder - rather than (say) maximising the number
of copies of genes created.
Though very similar, the two ideas expressed above are
different from one another - and will make different
predictions.
I think the thermodynamic expression will eventually be seen
as more accurate description of what's going on under such
circumstances.
Does life really maximise disorder?
It is not easy to show that life is maximally
effective at increasing entropy. However it seems likely
that it will be much more effective than most of the
alternatives - provided not too short term a view is taken.
Nuclear explosions might well create a rapid local entropy
increase faster than a typical living system would manage -
but the effect is localised - and short lived. A living
system ought to be able to do a much better at
increasing entropy in the long term than such an
explosion.
Inefficiencies
The idea that ecosystems maximise their rate of energy
dissipation does not necessarily mean that they are
coming to utilise their energy more efficiently.
Indeed, perhaps rather the opposite: it's been argued (by
Lotka [9]) that the process of degrading
available energy sources as rapidly as possible will
inevitably involve a substantial degree of waste.
However, it can be argued that such "maximum power
principles" will result in efficiency of a kind - and
avoidance of some sorts of "pointless" waste.
One possible objection to the idea that populations
come to utilise their resources with increasing efficiency
is that populations are fundamentally lacking in harmony -
by virtue of being divided into discrete individuals with
conflicting objectives.
The tragedy of the commons, greedy predation, "driving
genes", within-species conflict and runaway sexual
ornamentation can all be seen as being counter-productive -
from the point of view of overall efficiency - and it might
be that barriers such as these will prevent energy from ever
being utilised very efficiently.
While I don't regard this objection as very serious, I
discuss it in more detail here.
Between order and chaos
I hope the ideas discussed here will throw some light on the
popular notion of "life evolving to the edge of chaos".
I have a separate document discussing this matter -
here.
Progress
I consider technology to be the primary key to identifying
and unlocking environmental energy sources.
The first organisms used chemical energy to operate. Over
time a variety of technologies were invented, to allow
organisms to capture energy from sunlight, from heat
differences, from wind and the tides.
In modern times, technological advances have opened up new
energy resources - and can be extracted directly from
atoms.
Structural technologies were invented that facilitated the
occupation of land.
Once such useful technologies are developed by living
organisms they are widely transmitted via inheritance or
symbiosis - and are rarely lost again.
The history of life thus has a progressive character - it is
a history of progressive technological development.
There are those who argue that "Progress does not rule the
history of life" [5] - but that is
patently utter nonsense: in fact, living systems are
characterised by cumulative technological development.
The future
The picture painted here of life acting as an energy degrader
that is getting better and better at doing its job might
suggest images of future living systems as devastating
explosions - expanding through unoccupied regions at great
speed and causing complete and utter destruction in their
wake.
I don't mean to suggest that in the future there will also
be such emphasis on maximum speed in the short term.
Life has been very short-sighted in the past.
Part of the reason for the historical short-sightedness is
that until relatively recently, saying much about the
future was very difficult because the equipment available
for building models of the future were very primitive.
Now living systems are becoming much better at understanding
their environment and predicting the future - though
unfortunately a rapid pace of change is acting
simultaneously to make the task more difficult.
I hope in the future living systems will do a better job of
managing their resources based on future expectations - and
think that it might well sometimes turn out to be a better
stratgey for living systems to save resources for later - in
the hope of persisting for longer.
If "maximum speed" does remain desirable then I do
not know how rapidly future generations will be able to
expand their horizons - or to what extent they will succeed
in turning whatever resources in their path into background
radiation - but I fully expect that very impressive feats on
these fronts are possible.