Is Information Equivalent to Energy According to Landauer's Principle?

  • Thread starter Thread starter adaptation
  • Start date Start date
  • Tags Tags
    Energy Information
AI Thread Summary
The discussion centers around Landauer's Principle, which posits that erasing information increases entropy and requires energy, suggesting a link between information and energy. Participants debate whether information itself can be equated to energy, with some arguing that the computational process increases entropy rather than the information itself. The conversation touches on the implications of information in physical systems and its potential to perform work, exemplified by scenarios like instructions for building a bomb or a power plant. There is skepticism about whether information can be directly classified as energy, with calls for scientific sources to support such claims. The thread ultimately explores the philosophical and scientific boundaries of how information interacts with energy in thermodynamic contexts.
  • #51
It's an erasure of a bit that requires energy, not the creation of a bit...

Landauer's Principle, first argued in 1961[1] by Rolf Landauer of IBM, holds that "any logically irreversible manipulation of information, such as the erasure of a bit or the merging of two computation paths, must be accompanied by a corresponding entropy increase in non-information bearing degrees of freedom of the information processing apparatus or its environment". (Bennett 2003)[2].

Specifically, each bit of lost information will lead to the release of an amount kT ln 2 of heat, where k is the Boltzmann constant and T is the absolute temperature of the circuit. On the other hand, if no information is erased, computation may in principle be achieved which is thermodynamically reversible, and require no release of heat. This has led to considerable interest in the study of reversible computing.

The principle is widely accepted as physical law; but in recent years it has been challenged...


...For a computational operation in which 1 bit of logical information is lost, the amount of entropy generated is at least k ln 2, and so the energy that must eventually be emitted to the environment is E ≥ kT ln 2.



http://en.wikipedia.org/wiki/Landauer's_principle
 
Physics news on Phys.org
  • #52


Andy Resnick said:
The ease or difficulty of copying the message is an equivalent measure of the information content of the message.

If I use a pen and paper the "difficulty" of copying the message changes. If I cut and paste it with the handy tools built into my web browser, it's easier. I could represent this message with my fingers and toes, with sticks and stones, black and red ants, planets and stars. Or I could simply remember the pattern. The "difficulty" in copying the message is not equivalent to the information content in the message. You also need to look at the method of copy and the storage medium.

As I have stated repeatedly, storage mediums are not relevant here. As I said before, computational processes are a form of work. The fact that work produces heat is not strictly relevant here. Although, I would be glad to learn of any computational process that allowed me to extract work from information regardless of its storage medium. That would certainly be relevant.

You either continue to misunderstand the point of this discussion or refuse to acknowledge it. You still have not provided the source I requested or even acknowledged your failure or refusal to do so. You are not adding to this conversation.
 
  • #53


kwestion said:
That seems reasonable, but my understanding is that this topic spun off of the question that regarded half of the system you are referring to. That is, whether a memory device has a different weight based on the information that is stored on it. The weight change due to the information was separated into two pieces: a) the weight due to the physical technique of storing the information, and b) the weight of the information itself. I understand the new topic to be focused on (b). The original question did not involve a reader. Here it sounds like you would say that if there is no reader, there's no information in (b) and hence no weight due to (b). Does that correctly represent your idea?

Not quite. The "reader" is now the hard drive. It has a state previous to measuring the information (being written to) and it must change states to make that measurement. Of course, hard drives are simple; they only store one kind of information (i.e. they only have one kind of memory) and they only take one kind of measurement. This isn't subjective information, it's defined by the complexity of the states within the hard drive. If we randomly assign states to the hard drive, it will have near maximum information, but none of it will be useful to a human.

Anyway, my point is that there is no case of information that doesn't physically exist. I'm taking the reductionist view, but I'm not anti-integration by any means.

@Andy:

So would information be considered a kind of potential energy in the integrative view?
 
Last edited:
  • #54


Pythagorean said:
@Andy:

So would information be considered a kind of potential energy in the integrative view?

I guess... it's a contribution to the internal energy 'U' (E = K.E. + P.E. + U).

The fact that it's free energy would imply that negentropy (the 'official' term) is a form of potential energy, like how the chemiosmotic mechanism stores energy by maintaining a system away from equilibrium.
 
  • #55
Naty1 said:
It's an erasure of a bit that requires energy, not the creation of a bit...

Yes, and the use of information to create a reversible engine implies that copying the information increases the available free energy. Thus, energy is conversed when the information is erased.
 
  • #56
I found something that might help a bit:

selfAdjoint said:
Information producing energy? Your discussion above has information as processed and acted on by humanity as producing energy - it causes conversion of energy into heat (unavailable energy) that way too; teach someone to drive and you have one more driver on the road using up stored fossil energy and producing thermally distributed heat.

Let's consider a more basic level. Quantum mechanics says the components of the world, quanta, are defined by amplitudes which are represented in the mathematical formalism as equivalence classes of vectors with complex number components (could be more complicated linear objects too, but it doesn't change the argument). Now in certain situations - interactions with another quantum system - these complex amplitudes can be reduced to a set of real number vectors, with each vector coming with a probability (the vectors are called eigenstates and the probabilities are called eigenvalues), and just one of those vectors will be realized in actual spacetime. And these realized eigenstates are all there is.

Now treating those complex amplitudes as really-existent things has problems and so some physicsts prefer to think of them as just information. If this is so, then THE WHOLE WORLD at a sufficiently deep (quantum) level is just information. Note that all energy comes from quantum interactions (including gravitic energy if the physicists are right and gravity is quantum underneath it all).
 
  • #57


Andy Resnick said:
I guess... it's a contribution to the internal energy 'U' (E = K.E. + P.E. + U).

The fact that it's free energy would imply that negentropy (the 'official' term) is a form of potential energy, like how the chemiosmotic mechanism stores energy by maintaining a system away from equilibrium.

So generalizing, negentropy is the "opposite" of entropy, and entropy is a measure of disorder. Is negentropy a measure of order?
 
  • #58


Pythagorean said:
So generalizing, negentropy is the "opposite" of entropy, and entropy is a measure of disorder. Is negentropy a measure of order?

The term 'negentropy' and other, similar words were coined to give a more familiar sense to information and meaning:

http://en.wikipedia.org/wiki/Negentropy

Negentropy is a measure of distance to equilibrium can sometimes correspond to our intuitive sense of 'order' in a system. I guess it's also similar to exergy:

http://en.wikipedia.org/wiki/Exergy
 
  • #59
kwestion said:
No, I was suggesting that the energy of the information itself was zero in all cases, regardless of the reader's ability to extract different levels of information from the same raw data.
And this is why that type of information is not my focus. Any value in the sentence "I'm lazy." is completely subjective. I just don't see how it can be considered energy.
Naty1 said:
It's an erasure of a bit that requires energy, not the creation of a bit...
http://en.wikipedia.org/wiki/Landauer's_principle
Landauer's principle was addressed in the very first post of this discussion.
 
  • #60
adaptation said:
And this is why that type of information is not my focus. Any value in the sentence "I'm lazy." is completely subjective. I just don't see how it can be considered energy.

Landauer's principle was addressed in the very first post of this discussion.

The funny thing is that the sentence/information "I'm lazy" will evoke a response in an observer. This implies that it is energy or in the least it is the result of energy and lends itself to an energetic reaction like "get off the couch" or "you sure are!".
 
  • #61
baywax said:
The funny thing is that the sentence/information "I'm lazy" will evoke a response in an observer. This implies that it is energy or in the least it is the result of energy and lends itself to an energetic reaction like "get off the couch" or "you sure are!".

You got me thinking. Information can be the result of energy. Can energy be the result of information?

The more precise information I have about a system, the more energy I am able to extract from it. (This assumes that my measurements are nondestructive.) So there is definitely a relationship between the quality of information, quality here meaning how accurate the information is, and the work it can produce. This should hold true for any system that contains free energy.

Is this correct? Is there a way to quantify this?
 
  • #62
adaptation said:
You got me thinking. Information can be the result of energy. Can energy be the result of information?

The more precise information I have about a system, the more energy I am able to extract from it. (This assumes that my measurements are nondestructive.) So there is definitely a relationship between the quality of information, quality here meaning how accurate the information is, and the work it can produce. This should hold true for any system that contains free energy.

Is this correct? Is there a way to quantify this?

First of all, is "potential energy" similar, the same or unrelated to "free energy"? If energy does not do work is it really there?

Second... the "quality" of the information (as you say the accuracy, efficiency and "correctness") of the information certainly would determine the amount and the "quality" of the energy being passed along.

When someone uses "x" amount of energy to tell me to look out for a falling rock... it would seem that "x" would be the amount of energy I would use to move out of the way... as in Newton's "every action" axiom.
 
  • #63
Could information, for instance, be responsible for dark matter? Is it that real? Should it contribute to the total energy of the universe?
 
  • #64
baywax said:
First of all, is "potential energy" similar, the same or unrelated to "free energy"?
There are actually two types of free energy, Gibbs and Helmholtz. They are two types of thermodynamic potentials. In that way, you could consider free energy a type of potential energy. I don't claim to be an expert though.
baywax said:
If energy does not do work is it really there?
Yes. I could throw a piece of coal into my train's engine. I could get work from the heat produced by the chemical reaction of burning the coal. The train would move. If I didn't burn the coal, it would still contain energy. The coal's energy is not dependent on me getting work from it.

Or do you mean in some kind of philosophical sense of the word real? And I suppose it might also depend on what you mean by work...
baywax said:
When someone uses "x" amount of energy to tell me to look out for a falling rock... it would seem that "x" would be the amount of energy I would use to move out of the way... as in Newton's "every action" axiom.
Dodging a falling rock will almost certainly use more energy than warning some one about the rock. It would need to be a really passionate warning to compare to quickly moving your entire body out of the way of a deadly peril with adrenalin pumping through you veins, heavy breathing, and all that.
Pythagorean said:
Could information, for instance, be responsible for dark matter? Is it that real? Should it contribute to the total energy of the universe?
I would say that if dark matter exists, it contains information. If information really is energy, it should be considered as part of the total energy of the universe. But is it energy?

I'm going to go and rub my three good brain cells together and see if I can apply some numbers to any of this.
 
  • #65
baywax said:
First of all, is "potential energy" similar, the same or unrelated to "free energy"? If energy does not do work is it really there?

"Potential" energy is (usually) a function of mechanical coordinates- the position of a particle in a well, for example. "Free" energy is a more general concept, and refers to the amount of energy that can be converted into work (that is, the total energy less the entropy). The free energy contains a contribution from the potential energy



baywax said:
When someone uses "x" amount of energy to tell me to look out for a falling rock... it would seem that "x" would be the amount of energy I would use to move out of the way... as in Newton's "every action" axiom.

That's an incorrect application of the principle.
 
  • #66
adaptation said:
The more precise information I have about a system, the more energy I am able to extract from it. (This assumes that my measurements are nondestructive.) So there is definitely a relationship between the quality of information, quality here meaning how accurate the information is, and the work it can produce. This should hold true for any system that contains free energy.

Is this correct? Is there a way to quantify this?

This is incorrect. I was confusing knowledge about information and physical information itself. In actuality there is a relationship between the quality of information and the amount of work I can use it to produce. The accuracy of the information does not increase the system's ability to do work. It increases the ability of my process to extract the work.

Exploiting the accuracy of physical information requires consciousness to act on the knowledge of that information.

*returns to drawing board*
 
  • #67
adaptation said:
I'm going to go and rub my three good brain cells together and see if I can apply some numbers to any of this.

Please do that because you want to quantify that information = energy and prove it (at least mathematically) and that's the only way to get there. My meager attempt at the quantification with the warning = avoiding rock idea didn't work.

If you can prove info is energy it would be like saying a road sign contains potential energy in that it is continuously warning 24/7 and the "energy" does its work only when a passing driver reads and deciphers the message on the road sign.

––––––––––––––––

I think it can be safely said that information is an indication that energy is or was present at one time.

For example a 40,000 year old pictograph or petroglyph on a cliff face is an indication that quite a lot of energy was spent at that site at one time.

The interpretation of that "information" also takes quite a load of energy... the energy it takes to get to the site... the energy it took to complete an Archaeology degree... etc etc... but, is the pictograph or the petroglyph actually energy in its own rite?... I am intuitively doubtful.
 
  • #68
Andy Resnick said:
"Potential" energy is (usually) a function of mechanical coordinates- the position of a particle in a well, for example. "Free" energy is a more general concept, and refers to the amount of energy that can be converted into work (that is, the total energy less the entropy). The free energy contains a contribution from the potential energy





That's an incorrect application of the principle.

Thank you!
 
Back
Top