"Yea," or "nay." Polished white and black quartz pebbles.
Pebbles polished by flowing water, as in rivers and along coastlines, are not polished by the water, itself, but by sediments in the water. minerals of a certain Mohs hardness will be polished by minerals with the same or greater hardness.
(Portions of a Wikimedia Commons image by Mauro Cateb.)
Plot showing the probability of getting a streak of n black marbles pulled from an urn before a white marble is drawn.
This exponentially decaying function is best displayed on a semilog plot, as shown, since the probabilities descend quite rapidly.
These are data for a hundred million trials simulated with my C language program.
(Created using Gnumeric. Click for larger image.)
in which k is the rate constant, A is a pre-exponential factor, Ea is the activation energy, R is the gas constant, and T is the absolute temperature. Plotting the natural logarithm of the rate constant against the reciprocal of the absolute temperature (1/T) gives a straight line whose slope is Ea/R and the intercept at 1/T = 0 is the natural log of A. Svante Arrhenius (1859-1927) was awarded the 1903 Nobel Prize for Chemistry for the theory of chemical equilibrium behind this simple equation. The complement of exponential decay is exponential growth in which each successive term is proportionately greater. A common example of this is the wheat and chessboard problem in which one grain of wheat is placed on the first square, two on the second, four on the third, and so on. The total number of grains of wheat thus placed is 264 - 1, which is somewhat greater than 18 quintillion (US quintillion). This is sequence A000079 in the On-Line Encyclopedia of Integer Sequences. While exponentially decaying function drop quite precipitously, there's another type of function with a large range on both plotted axes. This is the power law, given as
in which a and k are both constants. Just as an exponential function is distinguished as a straight line in a semilog plot, a power law appears as a straight line in a log-log plot. Examples of a power law are the Stefan-Boltzmann law and the inverse-square laws of gravitational force and electrostatic force. An interesting example of a power law is Zipf's law, named after American linguist, George Zipf (1902-1950). Zipf was the popularizer of the law, not its discoverer. Several wrote about it before him, including German physicist, Felix Auerbach (1856-1933). Zipf's law states that in any language the frequency of use of any word is inversely proportional to its rank in the list of word frequencies. In this power law, the probability of a word's occurrence is proportional to (1/n); thus, the most frequent word will occur about twice as often as the second most frequent word, three times as often as the third most frequent word, and so on. The power law exponent k for Zipf's law is -1.
Zipf's law for Wikipedia.
This is a plot of the rank versus frequency for the first 10 million words for 30 language versions of Wikipedia on October, 2015.
The straight line on this log-log plot shows power law behavior.
(Wikimedia Commons image by Sergio Jimenez. Click for larger image.)
A plot of frequency vs rank for the first thousand surnames on the 2010 United States census showing power law behavior.[2]
The ten names of highest rank, in rank order, are Smith, Johnson, Williams, Brown, Jones, Garcia, Miller, Davis, Rodriguez, and Martinez. The three Hispanic names are an indication of the shifting demographics of the United States.
(Created using Gnumeric. Also uploaded to Wikimedia Commons. Click for larger image.)
• Select a constant K. In the authors' example, K = 1.5. Then select the number of white W and black B marbles. In my demonstration program these are each 1000.The computer simulation of this is as simple as that for drawing marbles at random from an urn, as presented earlier. I give a C language program here with results shown in the figure.
• The number of black marbles is increased by W/K after each draw, and the draws continue until a white marble is drawn. Black marbles are replaced after they are drawn.
• When a white marble is drawn, W and B are reset to their original values.
Computer simulation results for the power law algorithm of ref. 3.[3]
These are data for a hundred million trials simulated with my C language program.
(Created using Gnumeric. Click for larger image.)