 Difference engine

For the novel by William Gibson and Bruce Sterling, see The Difference Engine.
A difference engine is an automatic, mechanical calculator designed to tabulate polynomial functions. Both logarithmic and trigonometric functions can be approximated by polynomials, so a difference engine can compute many useful sets of numbers.
Contents
History
J. H. Müller, an engineer in the Hessian army conceived the idea in a book published in 1786, but failed to find funding to progress this further.^{[1]}^{[2]}^{[3]}
In 1822, Charles Babbage proposed the use of such a machine in a paper to the Royal Astronomical Society on 14 June entitled "Note on the application of machinery to the computation of astronomical and mathematical tables".^{[4]} This machine used the decimal number system and was powered by cranking a handle. The British government was interested, since producing tables was time consuming and expensive and they hoped the difference engine would make the task more economical.^{[5]}
In 1823, the British government gave Babbage ₤1700 to start work on the project. The problem for Babbage was although the design was technically feasible, no one had built a mechanical device to these exacting standards before so the engine proved to be much more expensive than he had anticipated. By the time the government killed the project in 1842, they had given Babbage over ₤17,000. This was more than double the cost of a warship and the engine had still not been built. What Babbage did not, or was unwilling to, recognize was that the government was interested in economically produced tables, not the engine itself.^{[6]} The other issue that undermined the government’s confidence in the difference engine was Babbage had moved on to an analytical engine. By developing something better, Babbage had rendered the difference engine useless in the eyes of the government.^{[7]}
Babbage went on to design his much more general analytical engine but later produced an improved difference engine design (his "Difference Engine No. 2") between 1847 and 1849. Babbage was able to take advantage of ideas developed for the analytical engine to make the difference engine not only calculate more quickly but it could be made from fewer parts.^{[8]} Inspired by Babbage's difference engine plans, Per Georg Scheutz built several difference engines from 1855 onwards; one was sold to the British government in 1859. Martin Wiberg improved Scheutz's construction but used his device only for producing and publishing printed logarithmic tables.^{[citation needed]}
Based on Babbage's original plans, the London Science Museum constructed a working difference engine No. 2 from 1989 to 1991, under Doron Swade, the then Curator of Computing. This was to celebrate the 200th anniversary of Babbage's birth. In 2000, the printer which Babbage originally designed for the difference engine was also completed. The conversion of the original design drawings into drawings suitable for engineering manufacturers' use revealed some minor errors in Babbage's design, which had to be corrected. Once completed, both the engine and its printer worked flawlessly, and still do. The difference engine and printer were constructed to tolerances achievable with 19th century technology, resolving a longstanding debate whether Babbage's design would actually have worked. (One of the reasons formerly advanced for the noncompletion of Babbage's engines had been that engineering methods were insufficiently developed in the Victorian era.)
Although the "printer" is here referred to as such, its primary purpose is to produce stereotype plates for use in printing presses; Babbage's intention being that the Engine's results be conveyed directly to mass printing. Babbage recognized that errors in previous tables were not the result of human calculating errors but from human error in the printing process.^{[9]} The printer's paper output is mainly a means of checking the Engine's performance.
In addition to funding the construction of the output mechanism for the Science Museum's Difference Engine No. 2, Nathan Myhrvold commissioned the construction of a second complete Difference Engine No. 2, which has been on exhibit at the Computer History Museum in Mountain View, California starting on 10 May 2008 and continuing through the end of 2011.^{[10]}^{[11]}^{[12]}
Operation
The difference engine consists of a number of columns, numbered from 1 to N. The machine is able to store one decimal number in each column. The machine can only add the value of a column n + 1 to column n to produce the new value of n. Column N can only store a constant, column 1 displays (and possibly prints) the value of the calculation on the current iteration.
The engine is programmed by setting initial values to the columns. Column 1 is set to the value of the polynomial at the start of computation. Column 2 is set to a value derived from the first and higher derivatives of the polynomial at the same value of X. Each of the columns from 3 to N is set to a value derived from the (n − 1) first and higher derivatives of the polynomial.
Timing
In the Babbage design, one iteration i.e. one full set of addition and carry operations happens once for four rotations of the crank. Odd and even columns alternately perform an addition in one cycle. The sequence of operations for column n is thus:
 Count up, receiving the value from column n + 1 (Addition step)
 Perform carry propagation on the counted up value
 Count down to zero, adding to column n − 1
 Reset the counted down value to its original value
Steps 1,2,3,4 occur for every odd column while steps 3,4,1,2 occur for every even column.
Steps
Each iteration creates a new result, and is accomplished in four steps corresponding to four complete turns of the handle shown at the far right in the picture below. The four steps are:
 Step 1. All even numbered columns (2,4,6,8) are added to all odd numbered columns (1,3,5,7) simultaneously. An interior sweep arm turns each even column to cause whatever number is on each wheel to count down to zero. As a wheel turns to zero, it transfers its value to a sector gear located between the odd/even columns. These values are transferred to the odd column causing them to count up. Any odd column value that passes from "9" to "0" activates a carry lever.
 Step 2. Carry propagation is accomplished by a set of spiral arms in the back that poll the carry levers in a helical manner so that a carry at any level can increment the wheel above by one. That can create a carry, which is why the arms move in a spiral. At the same time, the sector gears are returned to their original position, which causes them to increment the even column wheels back to their original values. The sector gears are doublehigh on one side so they can be lifted to disengage from the odd column wheels while they still remain in contact with the even column wheels.
 Step 3. This is like Step 1, except it is odd columns (3,5,7) added to even columns (2,4,6), and column one has its values transferred by a sector gear to the print mechanism on the left end of the engine. Any even column value that passes from "9" to "0" activates a carry lever. The column 1 value, the result for the polynomial, is sent to the attached printer mechanism.
 Step 4. This is like Step 2, but for doing carries on even columns, and returning odd columns to their original values.
Subtraction
The engine represents negative numbers as ten's complements. Subtraction amounts to addition of a negative number. This works in exactly the same manner that modern computers perform subtraction, known as two's complement.
Method of differences
The principle of a difference engine is Newton's method of divided differences. If the initial value of a polynomial (and of its finite differences) is calculated by some means for some value of X, the difference engine can calculate any number of nearby values, using the method generally known as the method of finite differences. It may be illustrated with a small example. Consider the quadratic polynomial
p(x) = 2x^{2} − 3x + 2
and suppose we want to tabulate the values p(0), p(1), p(2), p(3), p(4) etc. The table below is constructed as follows: the second column contains the values of the polynomial, the third column contains the differences of the two left neighbors in the second column, and the fourth column contains the differences of the two neighbors in the third column:
x p(x) = 2x^{2} − 3x + 2 diff1(x) = ( p(x+1)  p(x) ) diff2(x) = ( diff1(x+1)  diff1(x) ) 0 2 1 4 1 1 3 4 2 4 7 4 3 11 11 4 22 Notice how the numbers in the third valuescolumn are constant. This is no mere coincidence. In fact, if you start with any polynomial of degree n, the column number n + 1 will always be constant. This crucial fact makes the method work, as we will see next.
We constructed this table from the left to the right, but now we can continue it from the right to the left down a diagonal in order to compute more values of our polynomial.
To calculate p(5) we use the values from the lowest diagonal. We start with the fourth column constant value of 4 and copy it down the column. Then we continue the third column by adding 4 to 11 to get 15. Next we continue the second column by taking its previous value, 22 and adding the 15 from the third column. Thus p(5) is 22+15 = 37. In order to compute p(6), we iterate the same algorithm on the p(5) values: take 4 from the fourth column, add that to the third column's value 15 to get 19, then add that to the second column's value 37 to get 56, which is p(6).
This process may be continued ad infinitum. The values of the polynomial are produced without ever having to multiply. A difference engine only needs to be able to add. From one loop to the next, it needs to store 2 numbers in our case (the last elements in the first and second columns); if we wanted to tabulate polynomials of degree n, we'd need enough storage to hold n numbers.
Babbage's difference engine No. 2, finally built in 1991, could hold 8 numbers of 31 decimal digits each and could thus tabulate 7th degree polynomials to that precision. The best machines from Scheutz were able to store 4 numbers with 15 digits each.^{[citation needed]}
Initial values
The initial values of columns can be calculated by first manually calculating N consecutive values of the function and by backtracking, i.e. calculating the required differences.
Col 1_{0} gets the value of the function at the start of computation f(0). Col 2_{0} is the difference between f(1) and f(0)...^{[13]}
If the function to be calculated is a polynomial function, expressed as
the initial values can be calculated directly from the constant coefficients a_{0}, a_{1},a_{2}, ..., a_{n} without calculating any data points. The initial values are thus:
 Col 1_{0} = a_{0}
 Col 2_{0} = a_{1} + a_{2} + a_{3} + a_{4} + ... + a_{n}
 Col 3_{0} = 2a_{2} + 6a_{3} + 14a_{4} + 30a_{5} + ...
 Col 4_{0} = 6a_{3} + 36a_{4} + 150a_{5} + ...
 Col 5_{0} = 24a_{4} + 240a_{5} + ...
 Col 6_{0} = 120a_{5} + ...
 ...
Use of derivatives
Many commonly used functions are analytic functions, which can be expressed as power series, for example as a Taylor series. The initial values can be calculated to any degree of accuracy; if done correctly the engine will give exact results for first N steps. After that, the engine will only give an approximation of the function.
The Taylor series expresses the function as a sum of its derivatives. For many functions the higher derivatives are trivial to obtain; the sine function at 0 has derivates of 0 or + / − 1 for all derivates. Setting 0 as the start of computation we get the simplified Maclaurin series
The same method of calculating the initial values from the coefficients can be used as for polynomial functions. The polynomial constant coefficients will now have the value
Curve fitting
The problem with the methods described above is that errors will accumulate and the series will tend to diverge from the true function. A solution which guarantees a constant maximum error is to use curve fitting. A minimum of N values are calculated evenly spaced along the range of the desired calculations. Using a curve fitting technique like Gaussian reduction a N1th degree polynomial interpolation of the function is found.^{[13]} With the optimized polynomial, the initial values can be calculated as above.
See also
References
 ^ Johann Helfrich von Müller, Beschreibung seiner neu erfundenen Rechenmachine, nach ihrer Gestalt, ihrem Gebrauch und Nutzen [Description of his newly invented calculating machine, according to its form, its use and benefit] (Frankfurt and Mainz, Germany: Varrentrapp Sohn & Wenner, 1786); pages 4850. The following Web site (in German) contains detailed photos of Müller's calculator as well as a transcription of Müller's booklet, Beschreibung ...: http://www.fbi.fhdarmstadt.de/fileadmin/vmi/darmstadt/objekte/rechenmaschinen/mueller/index.htm . An animated simulation of Müller's machine in operation is available on this Web site (in German): http://www.fbi.fhdarmstadt.de/fileadmin/vmi/darmstadt/objekte/rechenmaschinen/mueller/simulation/index.htm .
 ^ Michael Lindgren (Craig G. McKay, trans.), Glory and Failure: The difference engines of Johann Müller, Charles Babbage, and Georg and Edvard Scheutz (Cambridge, Massachusetts: MIT Press, 1990), pages 64 ff.
 ^ Swedin, E.G. & Ferro, D.L. (2005). Computers: The Life Story of a Technology. Greenwood Press, Westport, CT. http://books.google.com/books?id=c1QbNtTz4CYC. Retrieved 20071117.
 ^ "Charles Babbage". The MacTutor History of Mathematics archive. School of Mathematics and Statistics, University of St Andrews, Scotland. 1998. http://wwwgap.dcs.stand.ac.uk/~history/Mathematicians/Babbage.html. Retrieved 20060614.
 ^ CampbellKelly, Martin (2004). Computer: A History of the Information Machine 2nd ed.. Boulder, Co: Westview Press. ISBN 9780813342641.
 ^ CampbellKelly, Martin (2004). Computer: A History of the Information Machine 2nd ed.. Boulder, CO: Westview Press. ISBN 9780813342641.
 ^ CampbellKelly, Martin (2004). Computer: A History of the Information Machine 2nd ed.. Boulder, CO: Westview Press. ISBN 9780813342641.
 ^ Snyder, Laura J. (2011). The Philosophical Breakfast Club. New York: Broadway Brooks. ISBN 9780767930482.
 ^ CampbellKelly, Martin (2004). Computer: A History of the Information Machine 2nd ed.. Boulder, CO: Westview Press. ISBN 9780813342641.
 ^ "At the Museum". http://www.computerhistory.org/atmuseum/. Retrieved 20090728.
 ^ Daniel Terdiman (April 9, 2008). "Charles Babbage's masterpiece difference engine comes to Silicon Valley". CNET News. http://news.cnet.com/830113772_3991566752.html. Retrieved 20080428.
 ^ "The Computer History Museum Extends Its Exhibition of Babbage's Difference Engine No. 2". press release. Computer History Museum. March 31, 2009. http://www.computerhistory.org/press/babbageengineextension.html. Retrieved 20091106.
 ^ ^{a} ^{b} Ed Thelen (2008). "Babbage Difference Engine #2  How to Initialize the Machine ". http://edthelen.org/bab/babintro.html. Retrieved 1112009.
Further reading
 Snyder, Laura J. (2011). The Philosophical Breakfast Club: Four Remarkable Friends Who Transformed Science and Changed the World. Broadway. ISBN 9780767930482.
 Swade, Doron (September 1996). Charles Babbage's Difference Engine No. 2 – Technical Description. Science Museum Papers in the History of Technology No 5. London: National Museum of Science and Industry. http://edthelen.org/bab/bab_tech.html. Retrieved 200101012009.
 Swade, Doron (2002). The Difference Engine: Charles Babbage and the Quest to Build the First Computer. Penguin (reprint). ISBN 0142001449.
 Swade, Doron (2001). The cogwheel brain. Abacus. ISBN 0349112398.
 Doron Swade, Nathan Myhrvold (June 10, 2008). Myhrvold & Swade Discuss Babbage's Difference Engine. (lecture: Len Shustek, intro; Doron Swade @7:35, Nathan Myhrvold @36:25; discussion @46:45). Computer History Museum. http://www.youtube.com/watch?v=p1sEowi1Txc. Retrieved 20091106.
External links
 The Computer History Museum exhibition on Babbage and the difference engine
 Babbage Science Museum, London. Description of Babbage's calculating machine projects and the Science Museum's study of Babbage's works, including modern reconstruction and modelbuilding projects.
 Meccano Difference Engine #1
 Meccano Difference Engine #2
 Difference Engine in Lego
 Difference engine workings with animations
 Difference Engine No1 specimen piece at the Powerhouse Museum, Sydney
Categories: English inventions
 Mechanical calculators
 Collections of the Science Museum (London)
 Replicas
 Charles Babbage
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