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Old 13-November-2007, 04:56 PM
Warren Platts Warren Platts is offline
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Default Bode's Law For Extrasolar Planets

That Bode's Law is an ATM concept is evidenced by the fact that the main planetary science journal Icarus does not accept manuscripts that discuss Bode's Law.

I take it that the essence of Bode's Law is that planetary spacing is approximately logarithmic in scale.

One problem is that there's not a lot of data sets to test it on. However, five exoplanets have been discovered around 55 Cancri A. Amazingly, the semimajor axes are well predicted by the following simple relation:

a = 0.039en-1
where a is the semimajor axis, e is the natural logarithm constant (2.7 ...), n is the number of the planet starting from it's sun, and the 0.039 is the semimajor axis of the closest planet in AU's.

The tables show the data for 55 Cancri and the Sol system (1st column = observed value; 2nd column = predicted value; 3rd column = the square of the difference between the first two columns; data from the Wikipedia):

55 Cancri
  1. 0.038 --- 0.039 --- 0.0000010
  2. 0.115 --- 0.106 --- 0.0000808
  3. 0.240 --- 0.288 --- 0.0023207
  4. 0.781 --- 0.783 --- 0.0000055
  5. ????? --- 2.129 --- ??????????
  6. 5.770 --- 5.788 --- 0.0003281
  7. ????? --- 15.73 --- ??????????
Solar system (planet #5 is Ceres)
  1. 00.400 --- 0.390 --- 0.0001
  2. 00.700 --- 0.720 --- 0.0004
  3. 01.000 --- 1.000 --- 0.0000
  4. 01.600 --- 1.520 --- 0.0064
  5. 02.800 --- 2.770 --- 0.0009
  6. 05.200 --- 5.200 --- 0.0000
  7. 10.000 --- 9.540 --- 0.2116
  8. 19.600 --- 19.20 --- 0.1600
Thus the average for the squared differences for 55 Cancri is 0.0005472, whereas that for the Sol system is 0.0474250. Even if we just take the average of the squared differences from Mercury through Jupiter, the average is 0.00130--still higher than that predicted for 55 Cancri.

It is striking that the very first extrasolar test of Bode's Law-like relations agrees with the predictions better than our own solar system does.

If Bode's Law like spacings are ubiquitous, that suggests that logarithmic spacings are not in fact merely coincidental, but result from a deep, underlying physical explanation.

The best reference so far I've found is Graner and Dubulle (1994).

Edit: this thread is a continuation of a discussion started in the Is there a pattern to how our solar system is laid out? thread in the Astronomy section.
Attached Thumbnails
bodes-law-extrasolar-planets-55cancriloggraph.gif   bodes-law-extrasolar-planets-55cancriplanetv.gif  

Last edited by Warren Platts; 20-November-2007 at 03:12 AM.. Reason: add charts
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Old 13-November-2007, 06:19 PM
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This is interesting: earlier I wrote:

Quote:
Originally Posted by Warren Platts
I think there is something to Bode's law other than mere coincidence, but its more like a law of "biology", than a law of physics. Protoplanets "compete" for mass. As larger and larger protoplanets "grow" by "ingesting" matter out of the primordial disk, there is a limit to the "search space" they can cover governed by the average orbital eccentricity. In other words, Bode's Law is the result of "niche partitioning" among the major planets.
Then this from Graner and Dubrulle (1994):

Quote:
Accretion produces a Titius-Bode law via the "feeding zone" effect (Vityazev et al. 1977): diring its rotation around the central object, a large planetesimal at a mean distance r sweeps and annular area of radial extent 2er where e is the eccentricity of the orbit.
Yet another example of teleological reasoning in astronomy.
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Old 13-November-2007, 06:26 PM
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[Snip!] Yet another example of teleological reasoning in astronomy.
You're on a roll, Mr. Platts -- why spoil it by dragging in that teleology nonsense?
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Old 13-November-2007, 06:48 PM
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Seeing the TB relation in 55 Cancri is pretty cool. I agree that it will be interesting to see if this holds up for broad classes of stars.
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Old 13-November-2007, 08:15 PM
Warren Platts Warren Platts is offline
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You're on a roll, Mr. Platts -- why spoil it by dragging in that teleology nonsense?
I'm not trying to make too big of a deal out of it. Of course we all know that mere physical systems don't have souls or spirits, and are not alive. Nevertheless, it is a fact of the history of science that physical scientists occasionally employ biological language and reasoning when trying to come up with a working hypothesis that can explain a given phenomenon.
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Old 13-November-2007, 08:38 PM
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Seeing the TB relation in 55 Cancri is pretty cool. I agree that it will be interesting to see if this holds up for broad classes of stars.
It will be interesting to see if it holds up for 55 Cancri when we actually get images of the planets in question.
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Old 13-November-2007, 09:06 PM
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Originally Posted by korjik View Post
It will be interesting to see if it holds up for 55 Cancri when we actually get images of the planets in question.
That's right, the values I used aren't written in stone; therefore, any conclusions reached on those numbers must be regarded as provisional.
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Old 13-November-2007, 10:58 PM
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Heh. I found out about Bode's law about a month ago, and immediately started wondering if it would be found to apply in other planetary systems.
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Old 14-November-2007, 02:13 PM
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That Bode's Law is an ATM concept is evidenced by the fact that the main planetary science journal Icarus does not accept manuscripts that discuss Bode's Law.
Icarus maybe, but as I wrote in the other thread in "Astronomy" papers have been published, at least in 1999 by Graner & Dubrelle, who investigated Titus-Bode like laws and where they come from in great detail and they published it in "Astronomy & Astrophysics". I do not know where you get the information that Icarus would not publish a well written scientific paper on the appearance of TB-laws. Naturally, only fitting stuff will not get you published, you will have to give a reasonable explanation why this "law" exists, just like Graner & Dubrelle did.
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Old 14-November-2007, 03:47 PM
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Originally Posted by antoniseb View Post
Seeing the TB relation in 55 Cancri is pretty cool. I agree that it will be interesting to see if this holds up for broad classes of stars.
Although I've been very critical of Warren's idea, I can't help agreeing. It is true that many natural phenomena, in a wide variety of fields, seem to follow power laws* at least approximately (for an old example, google "Zipf's Law"; for a slightly mind-boggling one, google "Benford's Law"). Unfortunately, I don't think anyone has ever managed to clearly explain why this happens in general, though there are plenty of partial attempts in the mathematical and probabilistic literature.

*I should add that the Titius-Bode law is not a power law. It's a logarithmic/exponential law. But it still made me think of power laws.
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Old 14-November-2007, 04:49 PM
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Icarus maybe, but as I wrote in the other thread in "Astronomy" papers have been published, at least in 1999 by Graner & Dubrelle, who investigated Titus-Bode like laws and where they come from in great detail and they published it in "Astronomy & Astrophysics". I do not know where you get the information that Icarus would not publish a well written scientific paper on the appearance of TB-laws. Naturally, only fitting stuff will not get you published, you will have to give a reasonable explanation why this "law" exists, just like Graner & Dubrelle did.
Quote:
Originally Posted by Icarus Editor
Icarus does not publish papers that provide "improved" versions of Bode’s law, or other numerical relations, unless they are accompanied by some detailed physical/chemical arguments to explain why the new relation is to be preferred.
And thanks for the Graner & Dubrulle link, but I beat you to it in the first post of this thread. Graner and Dubrulle were able to get away with their paper because they framed it as a paper about papers about Titius-Bode laws. I found the following quote to be insightful regarding the historical discussion:

Quote:
The general attitude towards the Titius-Bode laws (2) is twofold: skepticism or faith. Skeptic people argue that the "laws" are pure numerical coincidences and were produced by chance alone. . . . Faithful people use the fact that Titius-Bode laws are observed in the solar system and in satellite systems of giant planets to justify its possible physical significance. The law is then used as a constraint of theories of solar and satellite system formation and explanations are sought. A difficulty is to find a mechanism working in both solar and planetary systems, which are a priori rather different in nature (temperature, density, etc.). However, this difficulty does not seem to be a major limitation to the imagination of the theoreticians since there are over 15 explanations to the various forms of the Titius-Bode law.
Skeptical theories can be divided into two camps: (1) those that say the observed pattern is real but that it's a mere coincidence--there's no underlying physical explanation for the pattern; and (2) those that say the pattern is actually indistinguishable from random expectations and that anybody can "curve-fit" some sort of relation to any set of points.

Theory (1) is plausible, and one can always say that a sample-size of one solar system is too small to go off half-cocked inventing physical explanations for a pattern that may not be general. On the other hand, there are the solar system's gas giants, and now we have tantalizing results from 55 Cancri, and soon data will be flooding in from many other systems, so (1) is increasingly harder to maintain. Theory (2), however, is false on the face of it. All you have to do is look at the pattern in this solar system--the observed pattern is not similar to that generated by a blindfolded dart thrower. So proponents of (2) have to make assumptions like the planets cannot be too close together, and so the distribution is random within those constraints. But this is just sour grapes. By imposing excluded volume constraints they're invoking a physical explanation in order to deny the physical explanation. Moreover, even the true believers don't deny that there's going to be random variation within fairly wide error bars for any real world solar system.

Of the physical explanations for Titius-Bode relations, Graner and Dubrulle identify two broad classes: (1) those that are the result of celestial mechanics operating after the planets form; and (2) those that say the observed pattern is a fossil relict of conditions at the time of planetary formation. I don't see how theories of type (1) can work, just based on my own fooling around with tony873004's GravitySimulator computer program: when orbits get in a stable configuration, they just stay there pretty much, and there are lots of stable patterns that aren't necessarily Bode law-type patterns.

So that leaves the "dynamical" theories having to do with the formation of planets and moons out of primordial disks. Graner and Dubrulle discuss several. The two I find most plausible are (1) the pattern is based on the average eccentricity of particles making up the primordial disk; and (2) the observed pattern is the result the scale of vorticity in the primordial disk that's assumed to be fully turbulent. Although, my original thinking was more along the lines of (1), I'm now leaning towards (2) mainly because a large vortex is a better design for matter-eating than are single planitesimals, and it's clear that the gas giants formed out of minidisks within the main primoridial disk.

Last edited by Warren Platts; 15-November-2007 at 07:54 AM..
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Old 14-November-2007, 05:46 PM
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*I should add that the Titius-Bode law is not a power law. It's a logarithmic/exponential law. But it still made me think of power laws.
What's the difference between a power law and a logarithmic/exponential law?
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Old 14-November-2007, 05:59 PM
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In a power law, the base is variable and the exponent (i.e. the power) is a constant. In a logarithmic/exponential law, the base is constant and the exponent is variable. Their graphs are different curves.
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Old 14-November-2007, 07:12 PM
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I have a confession to make: in the first post I said that the planets for 55 Cancri obey Bode's Law better than the planets of our own solar system. That's not exactly true. I took the straight errors, and then squared them, and because most of the planets at 55 Cancri are very close in compared to our solar system, the absolute errors are smaller, but if the errors are expressed percentage-wise, the errors at 55 Cancri are larger than the classic formulation of Bode's Law for our solar system. To wit: under the formulation I proposed, there average of the absolute value of the percentage errors is about 6% for 55 Cancri and about 2% for the classic formulation for the Sol system (excluding Neptune). The biggest source of error is for 55 Cancri III (to use the old Star Trek classification), which is 20%.

Graner and Dubrulle list several forms of mathematical structures a Titius-Bode law can take, but there are two that are in common currency: (1) what I call the classic formulation; and (2) what I call the "natural" formulation. The general form of the classic formulation is:
an = a1 + (a2 - a1)Km
where m is a number from the following series: (-∞, 0, 1, 2, 3, ...). The "-∞" makes the second term go to zero (whoever said 1/0 wasn't useful! ) so you get a1, and when m = 0, Km = 1, so you get a2. In other words, you get your first two planets for free, so the classic formulation of Bode's law is more open to the charge of "curve-fitting" than the natural formulation. In our solar system, the values usually used are a1 = 0.4 and a2 = 0.3, with K set to 2. So the formula becomes:
an = 0.4 + (0.3)2m
One can attempt a classic formulation for 55 Cancri, but one has to set K to equal 3 instead of 2:
an = 0.039 + (0.077)3m
in which case the average percentage error can be reduced to about 5%.

The natural formulation, according to Graner and Dubrulle is:
an = a1Kn-1
which is the formulation I first used for 55 Cancri. Which also apparently entails that my value for K (i.e., e) must be a total coincidence. But what an utterly, freaky coincidence!!! The only number that works better than 2.71828182845904 is 2.7180. So, naturally, I went with e for K. But apparently that's a pure fluke since the K for our solar system, according to Graner and Dubrulle (which I subsequently confirmed myself) is 1.7. On this model, the average error for our solar system is 10% (but it has the virtue of bringing Neptune back into the fold at least). So, on the natural formulation of Bode's Law, 55 Cancri does in fact do better than our own solar system. If, however, you divide our solar system into inner and outer planets, and assume a K of 1.57 for the inner and a K of 1.855 for the outer, the errors can be reduced to 4%.

Now, the main point of the Graner and Dubrulle paper is that any attempt to physically model the layout of a solar system that assumes initial conditions are radially independent (i.e., there is no variation that depends on the distance r from the center of the system), a Titius-Bode's like relation will fall out, no matter which of the 15 underlying physical theories you use. They then use this result of theirs to trivialize attempts to more deeply understand the Titius-Bode relation: hence the subtitle of their paper: "Scale indepence explains [away] everything".

But I don't think that's fair. If it's really the case that a system obeys the Titius-Bode relation, that says something important about that system: namely, that the process that caused the pattern was radially independent, and that that is going to place huge contraints on what a theory to explain the layout of the solar system must be like. Conversely, if a solar system does not obey the Bode relation (as our solar system apparently does not under the natural formulation), that also says something: that conditions changed as one progressed toward the outer edge of the primoridial disk.

Also, the scale factor K says something important. I suggest that the K factor says something about the rate of formation of planets and solar systems: the higher the K factor, the faster the rate of formation (you heard it here first folks! ).

On both the classic and natural formulations for 55 Cancri and the Sol system, 55 Cancri has a larger K factor. So why would I say that the 55 Cancri system formed faster than our own system?

Quote:
55 Cancri A is more enriched than our sun in elements heavier than helium, with 186% the solar abundance of iron; it is therefore classified as a rare "super metal-rich" (SMR) star. (Wikipedia)
So what happened is that at 55 Cancri--because of the superabundance of iron and other heavy elements--heavy, iron-rich, powerful, hungry cores capable of holding mass-sucking atmospheres were able to rapidly form at the center of large vortices; and so planetary and orbital evolution at 55 Cancri was accelerated, compared to the Earth's solar system. Hence, the wider spacing of planets at 55 Cancri--which, paradoxically, allowed planets to form much closer to the sun than at our solar system.

Meanwhile, back here, there was less iron, core's formed less readily, evolution was slower, and so the primordial disk had time to become more organized (less eccentric), and that furthermore, since K, the Bode scale factor, for the outer planets is 1.86, but only 1.57 for the inner planets, then the evolution must have progressed inward starting with the outer planets first, with the inner planets forming somewhat later.


Last edited by Warren Platts; 15-November-2007 at 07:51 AM.. Reason: fix error of logic
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Old 14-November-2007, 07:13 PM
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In a power law, the base is variable and the exponent (i.e. the power) is a constant. In a logarithmic/exponential law, the base is constant and the exponent is variable. Their graphs are different curves.
Thank you. But then what do you call it when both the base and the exponent are variables?
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Old 14-November-2007, 07:56 PM
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If it has a name, I don't know what it is. The simplest case is y=xx, but this is just one curve. There's no free shape parameter there we can adjust to define a family of similar curves (like your K).
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Old 15-November-2007, 04:00 PM
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Let's be very clear on one important point. The Titus-Bode (or Titius-Bode) relationship is not a law in the scientific sense. At best, it is an hyposthesis. I say "at best" because, while it claims a relationship of secondary to orbital distance from its primary, it offers no explanation for why this might hold.
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Old 15-November-2007, 04:24 PM
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Let's be very clear on one important point. The Titus-Bode (or Titius-Bode) relationship is not a law in the scientific sense. At best, it is an hyposthesis. .
Couldn't we call it an empirical law, as in Galileo's laws of motion? We can say that heavy and light objects fall at the same rate, and call that a law without having to come up with a deep physical explanation for how that happens. Be that as it may, I've been calling it Bode's Law just because that's how most encyclopedia entries refer to it--but it may not be a true scientific law in the strict sense.

Quote:
I say "at best" because, while it claims a relationship of secondary to orbital distance from its primary, it offers no explanation for why this might hold.
The BT relation does not entail any particular physical explanation; it does, however, impose constraints on what such physical explanations must be like. As Graner and Dubrulle point out, all physical explanations for the BT relation share one thing in common: that whatever causal factors are at work do not vary with the distance from the primary within the zone that the BT relation holds.
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Old 15-November-2007, 06:18 PM
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Couldn't we call it an empirical law, as in Galileo's laws of motion? We can say that heavy and light objects fall at the same rate, and call that a law without having to come up with a deep physical explanation for how that happens. Be that as it may, I've been calling it Bode's Law just because that's how most encyclopedia entries refer to it--but it may not be a true scientific law in the strict sense.
You could call them laws of motion because they have been tested many times, in many ways, in many venues and always - always - give the same results. T-B has been "tested" only on one example, our solar system, and has not held up that well. (The asteroid belt and the outer planets don't fit all that closely.) 55Cancri is an incomplete test as we don't have all the information on that system. Test T-B a bit more and we'll see if it holds up; then you can begin to think of calling it a true scientific law.

Also, the laws of motion can be explained scientifically; T-B cannot.

T-B is an empirical observation and an unexplained relationship, not a law.
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Old 16-November-2007, 12:49 AM
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Also, the laws of motion can be explained scientifically; T-B cannot.
I respectfully beg to differ. The T-B relation can be explained scientifically: Graner and Dubrulle claim to have identified at least 15 different scientific explanations for the T-B relation. Personally, I find the explanations based on eccentricity and vorticity scale to be the most compelling. Such explanations can explain why it is that apparently 55 Cancri has a larger scale factor than does the Sol system.
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Old 16-November-2007, 02:36 AM
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Graner and Dubrulle claim to have identified at least 15 different scientific explanations ...

Shotgun science.

I can come up with at least 15 "scientific" explanations for astrology. You make an observation and you toss out an idea or three as to why that observation happened, but that doesn't make it a law.

If you want to discuss T-B as an observation, a coincidence, or even an hypothesis, fine. Just don't call it a law.
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Old 16-November-2007, 09:33 AM
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If you want to discuss T-B as an observation, a coincidence, or even an hypothesis, fine. Just don't call it a law.
Calling it a law is just common terminology. There is no need to confuse the issue with new terminology, so I say keep calling it a law.
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Old 16-November-2007, 10:47 AM
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so I say keep calling it a law.
Agreed. It's been "Bode's Law" for ever
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Old 16-November-2007, 11:07 AM
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Graner and Dubrulle claim to have identified at least 15 different scientific explanations ...

Shotgun science.

I can come up with at least 15 "scientific" explanations for astrology. You make an observation and you toss out an idea or three as to why that observation happened, but that doesn't make it a law.
Shotgun science?!? Well, judging from the threads in this ATM section, Hubble red shifts, gravity, and the BBT itself must all be shotgun science as well.

Quote:
If you want to discuss T-B as an observation, a coincidence, or even an hypothesis, fine. Just don't call it a law.
Quote:
Originally Posted by Ari Jokimaki
Calling it a law is just common terminology. There is no need to confuse the issue with new terminology, so I say keep calling it a law.
Results from a Google search of "Titius-Bode"

Law: 50
Rule: 6
Relation: 4
Number sequence: 1
Series: 1

It doesn't really matter to me what it's called, but common parlance definitely prefers "Law".
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Old 16-November-2007, 11:31 AM
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Calling it a law is just common terminology. There is no need to confuse the issue with new terminology, so I say keep calling it a law.
The issue is that the terminology is confusing, since it certainly doesn't qualify as what is usually called a scientific law. As said here:

The laws of science are various established scientific laws, or physical laws as they are sometimes called, that are considered universal and invariable facts of the physical world. Laws of science may, however, be disproved if new facts or evidence arise to contradict them. A "law" differs from hypotheses, theories, postulates,principles, etc., in that a law is an analytic statement, usually with an empirically determined constant. A theory may contain a set of laws, or a theory may be implied from an empirically determined law.

Personally, I don't care - much - if it is called a law as long as everyone in the discussion recognizes that the word "law" is meaningless in this case.
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Old 16-November-2007, 02:14 PM
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Originally Posted by Van Rijn View Post
Personally, I don't care - much - if it is called a law as long as everyone in the discussion recognizes that the word "law" is meaningless in this case.
I don't recognize that.

As your wiki quote says, "Laws of science may, however, be disproved if new facts or evidence arise to contradict them." In that sense, Bode's Law has been contradicted. It still makes sense to talk about it as a law. Surely there are other laws that have fallen by the wayside, but we still refer to them as laws. I just can't think of any right now...
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Old 16-November-2007, 04:27 PM
Warren Platts Warren Platts is offline
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I don't recognize that.

As your wiki quote says, "Laws of science may, however, be disproved if new facts or evidence arise to contradict them." In that sense, Bode's Law has been contradicted. It still makes sense to talk about it as a law. Surely there are other laws that have fallen by the wayside, but we still refer to them as laws. I just can't think of any right now...
Well, Newton's Law of Gravity (F = m1m2Gr2) yields false predictions under relativistic conditions, and when the objects of mass m1 and m2 also have net electrical charges; yet we still refer to Newton's Law of Gravity. Sure, I suppose you could say that Newton's Law is in the same category as Bode's Law--a conventional, meaningless law, as opposed to truly genuine scientific laws. But if we're going to say that only strict, proviso-free generalizations describing exceptionless regularities count as genuine laws of nature, then I'm afraid we'll have to get rid of all such laws. If you then say it's OK to incorporate ceteris-paribus conditions, you'll have a hard time nailing down the truth conditions unless you simply say law L is true whenever law L is true.

So quibbling over whether T-B is a genuine law of nature opens a philosophical can of worms we best not get into.

The real question is whether solar systems with T-B layouts are accidental or not. Obviously, within our solar system there are numerous, but trivial, counterexamples to the T-B relation because every single asteroid and Kuiper Belt object does not obey the relation. Neptune, however, is not so trivial. But this just goes to ceteris-paribus clause that must be incorporated. Rephrased--other things being equal--we can say that the Titius-Bode Law is:
Under normal conditions, major planets forming out of a primordial disk will have an approximately logarithmic spacing.
That's the general formulation of the T-B relation, which if true is worthy of law status, because if T-B is true, that says something interesting that places nontrivial constraints on models of planetary formation.
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Old 16-November-2007, 08:34 PM
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Van Rijn Van Rijn is offline
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I don't recognize that.

As your wiki quote says, "Laws of science may, however, be disproved if new facts or evidence arise to contradict them." In that sense, Bode's Law has been contradicted. It still makes sense to talk about it as a law. Surely there are other laws that have fallen by the wayside, but we still refer to them as laws. I just can't think of any right now...
If the idea had ever risen above the level of a hypothesis, I might agree.
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Old 16-November-2007, 08:38 PM
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Well, Newton's Law of Gravity (F = m1m2Gr2) yields false predictions under relativistic conditions, and when the objects of mass m1 and m2 also have net electrical charges; yet we still refer to Newton's Law of Gravity.
I generally avoid that. Instead, I might talk about Newtonian physics, or Newton's theory of gravity. However, there are at least a wide variety of conditions where Newtonian physics has been shown to be quite useful, unlike Titius-Bode.
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Last edited by Van Rijn; 16-November-2007 at 09:15 PM..
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Old 16-November-2007, 09:02 PM
Warren Platts Warren Platts is offline
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If the idea had ever risen above the level of a hypothesis, I might agree.
Thanks for the substantive critique. It makes all the effort worth it.
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