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https://www.physicsforums.com/insights/quantum-amplitudes-probabilities-epr/
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I think yes. There are two diverse concepts of probability. The primary one that we think of all the time is that which corresponds to frequency counting. It can be determined only asymptotically as the number of possible events approaches infinity. But there is also a theoretical concept of probability which we use all the time before even a single event is detected. Historically we try to predict probability as that asymptotic limit itself. But, any quantity from which the asymptotic limit is uniquely computable is an encoding of theoretical probability. In QM the amplitude is such an encoding. As such a probability encoding it enables the probabilistic prediction of quantum states without detecting any events. It has all the requirements of a theoretical probability encoding while at the same time describing the physical reality of a single system. Frequency counting, on the other hand, has meaning only for large numbers of systems/events. We can think of QM and the probability amplitude, therefore, as the primary encoding of theoretical probability and frequency counting as secondary.stevendaryl said:Do these observations contribute anything to our understanding of QM?
We can talk about probabilities when assumption that ensemble is i.i.d. holds. When this assumption holds probabilities of individual events independently contribute to total probability. Amplitudes obviously are not independent as two opposite amplitudes can cancel out.stevendaryl said:Do these observations contribute anything to our understanding of QM? Beats me. But they are interesting.
zonde said:We can talk about probabilities when assumption that ensemble is i.i.d. holds. When this assumption holds probabilities of individual events independently contribute to total probability. Amplitudes obviously are not independent as two opposite amplitudes can cancel out.
It is interesting that in your model the final amplitude is calculated by adding/subtracting amplitudes from two different subsets of pairs (with ##\lambda## +1 and -1). So each separate pair does not produce correct amplitude. And they add up not just statistically but in a way that suggest some interdependence on the level of ensemble of pairs.
zonde said:We can talk about probabilities when assumption that ensemble is i.i.d. holds.
Yes, that's true! A similar conclusion is also drawn instevendaryl said:But in actually testing the predictions of quantum mechanics, we can't directly measure amplitudes, but instead compile statistics which give us probabilities, which are the squares of the amplitudes. The squaring process is in some sense responsible for the weirdness of QM correlations.
Independent and identically distributedstevendaryl said:I skipped over this first line without asking: What does "i.i.d." stands for?
stevendaryl said:Amplitudes add in the same way that probabilities do. The reason that some amplitudes cancel others is because they aren't guaranteed to be positive.
secur said:Sorry, this is not a hidden-variable model as understood in Bell experiment. The problem is that A and B results must be +-1. When you calculate
\psi(A, B|\alpha, \beta) = \sum \psi(\lambda) \psi_A(A | \alpha, \lambda) \psi_B(B | \beta, \lambda)
the numbers that appear for \psi_A(A | \alpha, \lambda) and \psi_B(B | \beta, \lambda) can't be complex; can't even be any real numbers, except +-1. That's because this calculation must be performed on their actual results, after the experiment is concluded.
secur said:@Jilang. the wavefunctions can, in fact, be complex. I said that in the calculation of \psi(A, B|\alpha, \beta) "the numbers that appear for \psi_A(A | \alpha, \lambda) and \psi_B(B | \beta, \lambda) can't be complex".
secur said:Sorry, this is not a hidden-variable model as understood in Bell experiment. The problem is that A and B results must be +-1 ...
... your scheme doesn't guarantee that if \alpha = \beta then their results will definitely be opposite. A and B must "flip a coin" based on their amplitudes, and record a definite +1 or -1. In general with these probability amplitudes they will often get the same result, even though the angles are equal.
secur said:Seems there's some confusion. I think the best way to straighten it out is, please address the other point I made, which is very simple.
In this typical Bell-type experiment, QM says A and B must always be opposite (product is -1) when their detector angles are equal. A valid hidden-variable model must reproduce that behavior. But that's not the case with your model:
stevendaryl said:It certainly is. The resulting probability amplitude is (the very first post):
•If A=B=\pm 1, then \psi(A, B|\alpha, \beta) = \pm \frac{i}{\sqrt{2}} sin(\frac{\beta-\alpha}{2}). This means that the probability amplitude that Alice and Bob both get the same result is proportional to sin(\frac{\beta-\alpha}{2}), which means it is zero when \alpha = \beta.
•If A=-B=\pm 1, then \psi(A, B|\alpha, \beta) = \pm \frac{1}{\sqrt{2}} cos(\frac{\beta-\alpha}{2}). This means that the probability amplitude that Alice and Bob get opposite results is proportional to cos(\frac{\beta - \alpha}{2}), which means that it's 0 when \alpha - \beta = \pi.
stevendaryl said:Look, the whole point of the first post was to reproduce the EPR spin-1/2 joint probability function.
stevendaryl said:The fact that the QM predictions violate Bell's inequality proves that there is no such hidden-variables explanation of this sort.
stevendaryl said:The squaring process is in some sense responsible for the weirdness of QM correlations.
secur said:Ok, I thought that answer would remove my confusion. This is NOT a hidden-variables model of the type addressed by Bell's theorem.
Because of an arbitrary global phase. But relative amplitudes are physically significant. Spin-statistics is an obvious example.stevendaryl said:amplitudes don't correspond directly to anything can measure
It looks like you talk about phases, not amplitudes.mikeyork said:Because of an arbitrary global phase. But relative amplitudes are physically significant. Spin-statistics is an obvious example.
stevendaryl said:The point, which I made in the very first post, is that
1.We can formulate certain mathematical rules for how we think that probability ought to work, in a local realistic model.
2.We can prove that QM probabilities don't work that way.
3.However, the analogous rules for QM amplitudes do work that way.
Amplitudes work for QM in the way that we would expect probabilities to work in a local hidden variables model of the sort Bell investigated. As you say, and as I said in the very first post, amplitudes don't correspond directly to anything can measure, unlike probabilities, so it's unclear what relevance this observation is. I just thought it was interesting.
secur said:previous post.
Yes, of course; the magnitude is already physically significant in giving the probability.mfb said:It looks like you talk about phases, not amplitudes.
I don't think that this is how people argue for locality of QM. The argument for locality is that a hidden parameter is not the only possible explanation for the correlations, because mathematically, the assumption of a hidden parameter is a non-trivial restriction on the set of models (i.e. hidden variable models aren't the most general models). In order for a particular model to be local, that model just needs to offer an explanation for how the correlations can come about without invoking interactions over space-like distances.stevendaryl said:And as a matter of fact, when people give rigorous mathematical proofs of the locality of quantum mechanics or quantum field theory, they are really showing that amplitudes behave locally, even if probabilities do not.
Let's say I am giving you apples. Every time I give you apples we describe this event with positive (or at least non negative) integer. Every such event can be viewed as independent because it's different apples every time. But now let's say that event of me giving you apples can be described by any integer (positive, negative or zero). If I give you negative number of apples it actually means I am taking apples from you. Obviously event of taking away apples is not independent from event of giving you apples as the same apples participate in both events.stevendaryl said:Amplitudes add in the same way that probabilities do. The reason that some amplitudes cancel others is because they aren't guaranteed to be positive.
Without hidden variables or interactions over space time distances what is another explanation?rubi said:I don't think that this is how people argue for locality of QM. The argument for locality is that a hidden parameter is not the only possible explanation for the correlations, because mathematically, the assumption of a hidden parameter is a non-trivial restriction on the set of models (i.e. hidden variable models aren't the most general models). In order for a particular model to be local, that model just needs to offer an explanation for how the correlations can come about without invoking interactions over space-like distances.
That depends on the model. There are several manifestly local quantum mechanical models. One example would be consistent histories. A careful analysis of the EPR paradox is done in the following paper:Jilang said:Without hidden variables or interactions over space time distances what is another explanation?
Sorry, I don't have a registration with that provider. Can the third alternative (fourth-sorry Mike) be summarised here?rubi said:That depends on the model. There are several manifestly local quantum mechanical models. One example would be consistent histories. A careful analysis of the EPR paradox is done in the following paper:
http://scitation.aip.org/content/aapt/journal/ajp/55/1/10.1119/1.14965Space-time is not observer dependent. Relativity doesn't claim that.
Zonde, SD already stressed that it is not the amplitude that gets measured, You don't need to worry about negative clicks.zonde said:Let's say I am giving you apples. Every time I give you apples we describe this event with positive (or at least non negative) integer. Every such event can be viewed as independent because it's different apples every time. But now let's say that event of me giving you apples can be described by any integer (positive, negative or zero). If I give you negative number of apples it actually means I am taking apples from you. Obviously event of taking away apples is not independent from event of giving you apples as the same apples participate in both events.
But how would you model "negative" click in detector?
We don't. We have negative (or even complex) amplitudes for positive or zero numbers of clicks.zonde said:But how would you model "negative" click in detector?
stevendaryl said:The screwy thing about the amplitude story is that we have an intuitive idea about what it means to choose a value according to a certain probability distribution (rolling dice, for instance), but we don't have an intuitive idea about what it means to choose a value according to a certain amplitude.
Unfortunately, I don't think it can be understood easily without understanding consistent histories first. The CH answer is that the EPR argument is invalid, because it mixes incompatible frameworks. If you are interested in CH, you should check out Griffiths book "Consistent Quantum Theory". He also has some slides on his homepage: http://quantum.phys.cmu.edu/CHS/histories.htmlJilang said:Sorry, I don't have a registration with that provider. Can the third alternative (fourth-sorry Mike) be summarised here?
mikeyork said:stevendaryl: forgive me if I have misunderstood. But don't we already know what ##\lambda## is? Isn't it the eigenvalue of the composite state? So if ##A,B## are individual spins, then ##\lambda## is the composite spin. And your ##\psi(A,B;\alpha,\beta,\lambda)## are essentially Clebsch-Gordon coefficients -- apart from the rotation which takes the orientation of one detector into the other.
That's just a special case. Your ##\lambda## can be in any other basis, but I think your ##\psi(\lambda)## functions will be that of a superposition in that new basis equivalent to the composite spin state.stevendaryl said:In the EPR experiment, the composite spin is zero, so there is only one possible value for that.
Compare these two expressions:Nugatory said:We don't. We have negative (or even complex) amplitudes for positive or zero numbers of clicks.
Stevendaryl's point about us not having an intuition for what it means to select a result according to an amplitude, as opposed to a probability, is looking pretty good right now...
mikeyork said:That's just a special case. Your ##\lambda## can be in any other basis, but I think your ##\psi(\lambda)## functions will be that of a superposition in that new basis equivalent to the composite spin state.
As regards the differing orientations ##\alpha## and ##\beta##, that is simply a matter of a frame transformation (a rotation) of the spin projection direction for each detector and that is handled by D-functions (the simplest example being ##d(\alpha)## and ##d(\beta)## -- rotations about the y-axis chosen to be perpendicular to the plane of the z-axis and your direction of projection).
zonde said:Compare these two expressions:
##P(A,B|\alpha, \beta) = \sum_\lambda P(\lambda) P_A(A|\alpha, \lambda) P_B(B|\beta, \lambda)## (1)
##\psi(A,B|\alpha, \beta) = \sum_\lambda \psi(\lambda) \psi_A(A|\alpha, \lambda) \psi_B(B|\beta, \lambda)## (2)
In these two sums we combine non-local summands. There is no problem as these summands are acquired from local values by postprocessing.
The question however is if this summation can be viewed as part of postprocessing. In case of (1) summands are nonnegative and can be viewed as independent elements in postprocessing.
But in (2) summands do not combine statistically as they can cancel each other out so it can't be just a step in postprocessing. So this summation is not consistent with locality.
It looks like you've introduced interference which rules out one possibility. Lack of information is easy to define in quantum systems but (apparently) has a different interpretation between CM and QM. I found this paper very interesting on this subjectstevendaryl said:I don't understand why you say the sign of the summands implies something about locality, although I do agree that there is something fishy about canceling amplitudes.
Let me go through a pair of "stories", one about probabilities, and one about probability amplitudes, and maybe I can get at the reason that you think there is something weird about amplitudes.
..
..
The mathematical analysis is very similar in both cases. However, in the first case, each set of parents can reason that really the baby either has the gene, or doesn't, and that the probability reflects their lack of knowledge about the true state of their baby. In the second case, it's hard to see how certainty (that the baby will not be left-handed) can arise from lack of knowledge.
Your Story 2 is quite counterintuitive but it's not the problem I see there. It is a step further where I see the problem.stevendaryl said:I don't understand why you say the sign of the summands implies something about locality, although I do agree that there is something fishy about canceling amplitudes.
Let me go through a pair of "stories", one about probabilities, and one about probability amplitudes, and maybe I can get at the reason that you think there is something weird about amplitudes.
Story 1: Suppose that there is a "left-handed" gene, such that if you have it from either of your parents, you're 81% likely to be left-handed, and if you lack it, you are 81% likely to be right-handed. So a couple has a baby, and by Mendelian genetics, we figure that the baby has a 50% chance of getting the gene from the father. So we compute that he has a 50% chance of being-lefthanded: .5 \cdot .81 + .5 \cdot .19 = .5. Presumably, we could test this empirically by checking many babies in the same genetic situation.
Story 2: Suppose that it works by amplitudes, rather than probabilities. If the baby has the gene, he has an amplitude of 0.9 of being left-handed, and 0.44 of being right-handed. If he lacks the gene, the amplitudes are switched. Now, suppose that we compute that he has an amplitude of +0.44 of having the gene, and -0.9 of lacking the gene. Then the amplitude that he is left-handed is .44 \cdot .9 + (-.9) \cdot .44 = 0. So he has ZERO chance of being left-handed.
The mathematical analysis is very similar in both cases. However, in the first case, each set of parents can reason that really the baby either has the gene, or doesn't, and that the probability reflects their lack of knowledge about the true state of their baby. In the second case, it's hard to see how certainty (that the baby will not be left-handed) can arise from lack of knowledge.
zonde said:Your Story 2 is quite counterintuitive but it's not the problem I see there. It is a step further where I see the problem.
In your description of entangled pair, amplitudes are attached to different coincidences not simply local measurements (as in your example with babies). And then amplitudes of coincidences can cancel out. The problem is that coincidences are not basic measurements but rather derived by postselection. So it would seem that this cancelation should happen somewhere in the process of postselection.
Imagine experimentalist who compares two sheets of paper where there are "clicks" of detectors with timestamps from two locations. He then on the third paper counts coincidences in two columns as being the same polarization or opposite polarization. But then he sometimes subtracts coincidence from one or the other column (amplitudes canceling out). That is the strange part in it.
Let me ask a bit more about role of ##\lambda## in your model. Do your model assumes that each detection of pair has only one of the possible values of ##\lambda## attached to it? Or does every observation of pair have both values of ##\lambda## attached to it?stevendaryl said:The summation \sum_\lambda \psi(\lambda) \psi_A(A|\alpha, \lambda) \psi_B(B|\beta, \lambda) does not represent any kind of post-processing, because \lambda is hidden, so nobody ever knows what its value was. The meaning of that sum is that this is a model explaining how the amplitude \psi(A, B|\alpha,\beta) might arise. So I'm not sure I understand why you say it's nonlocal.
I guess in general, it's sort of nonlocal to add probabilities, or probability amplitudes, but that seems like a necessary step in order to talk about nonlocal correlations, which is what hidden variables are supposed to explain. I don't understand why you think it's more nonlocal to talk about amplitudes than to talk about probabilities.
zonde said:Let me ask a bit more about role of ##\lambda## in your model. Do your model assumes that each detection of pair has only one of the possible values of ##\lambda## attached to it? Or does every observation of pair have both values of ##\lambda## attached to it?
In other words do we get averaged amplitude \psi(A, B|\alpha,\beta) for every coincidence or do we get it only when we average over ensemble of pairs?
For your model to work in EPR case you would have to model post-processing using amplitudes i.e. detection results would have to remain hidden variables until coincidences are obtained and "measured".stevendaryl said:The EPR case is only more complicated, in that the observable being measured is a pair of values, one measured by Alice and one measured by Bob, and the initial state is a product state.
zonde said:For your model to work in EPR case you would have to model post-processing using amplitudes i.e. detection results would have to remain hidden variables until coincidences are obtained and "measured".
I think you are under a similar confusion that secur initially had concerning what the OP model intends. If it "worked" in the way that you seem to think it would it would be a counterexample to Bell's theorem and that is not at all its aim.zonde said:For your model to work in EPR case you would have to model post-processing using amplitudes i.e. detection results would have to remain hidden variables until coincidences are obtained and "measured".