EXPERIMENTS IN BINARY ARITHMETIC.

Those who can perform in that most necessary of all mathematical

operations, simple addition, any great number of successive examples

or any single extensive example without consciousness of a severe

mental strain, followed by corresponding mental fatigue, are

exceptions to a general rule. These troubles are due to the quantity

and complexity of the matter with which the mind has to be occupied at

the same time that the figures are recognized. The sums of pairs of

numbers from zero up to nine form fifty-five distinct propositions

that must be borne in memory, and the "carrying" is a further

complication. The strain and consequent weariness are not only felt,

but seen, in the mistakes in addition that they cause. They are, in

great part, the tax exacted of us by our decimal system of arithmetic.

Were only quantities of the same value, in any one column, to be

added, our memory would be burdened with nothing more than the

succession of numbers in simple counting, or that of multiples of two,

three, or four, if the counting is by groups.

It is easy to prove that the most economical way of reducing addition

to counting similar quantities is by the binary arithmetic of

Leibnitz, which appears in an altered dress, with most of the zero

signs suppressed, in the example below. Opposite each number in the

usual figures is here set the same according to a scheme in which the

signs of powers of two repeat themselves in periods of four; a very

small circle, like a degree mark, being used to express any fourth

power in the series; a long loop, like a narrow 0, any square not a

fourth power; a curve upward and to the right, like a phonographic

_l_, any double fourth power; and a curve to the right and downward,

like a phonographic _r_, any half of a fourth power; with a vertical

bar to denote the absence of three successive powers not fourth

powers. Thus the equivalent for one million, shown in the example

slightly below the middle, is 2^{16} (represented by a degree-mark in

the fifth row of these marks, counting from the right) plus 2^{17} +

2^{9} (two _l_-curves in the fifth and third places of _l_-curves)

plus 2^{18} + 2^{14} + 2^{6} (three loops) plus 2^{19} (the _r_-curve

at the extreme left); while the absence of 2^{3}, 2^{2}, and 2^{1} is

shown by the vertical stroke at the right. This equivalent expression

may be verified, if desired, either by adding the designated powers of

two from 524,288 down to 64, or by successive multiplications by two,

adding one when necessary. The form of characters here exhibited was

thought to be the best of nearly three hundred that were devised and

considered and in about sixty cases tested for economic value by

actual additions.

In order to add them, the object for which these forty numbers are

here presented in two notations, it is not necessary to know just

_why_ the figures on the right are equal to those on the left, or to

know anything more than the order in which the different forms are to

be taken, and the fact that any one has twice the value of one in the

column next succeeding it on the right. The addition may be made from

the printed page, first covering over the answer with a paper held

fast by a weight, to have a place for the figures of the new answer as

successively obtained. The fingers will be found a great assistance,

especially if one of each hand be used, to point off similar marks in

twos, or threes, or fours--as many together as can be certainly

comprehended in a glance of the eye. Counting by fours, if it can be

done safely, is preferable because most rapid. The eye can catch the

marks for even powers more easily in going up and those for odd powers

(the _l_ and _r_ curves) in going down the columns. Beginning at the

lower right hand corner, we count the right hand column of small

circles, or degree marks, upward; they are twenty-three in number.

Half of twenty-three is eleven and one over; one of these marks has

therefore to be entered as part of the answer, and eleven carried to

the next column, the first one of _l_-curves. But since the curves are

most advantageously added downward, it is best, when the first column

is finished, simply to remember the remainder from it, and not to set

down anything until the bottom is reached in the addition of the

second column, when the remainders, if any, from both columns can be

set down together. In this case, starting with the eleven carried and

counting the number of the _l_-curves, we find ourselves at the bottom

with twenty-four--twelve to carry, and nothing to set down except the

degree mark from the first column. With the twelve we go up the

adjoining loop column, and the sum must be even, as this place is

vacant in the answer; the _r_-curve column next, downward, and then

another row of degree marks. The succession must be obvious by this

time. When the last column, the one in loops to the extreme left, is

added, the sum has to be reduced to unity by successive halvings. Here

we seem to have eleven; hence we enter one loop, and carry five to the

next place, which, it must be remembered, is of _r_-curves. Halving

five we express the remainder by entering one of these curves, and

carry the quotient, two, to the degree mark place. Halving again gives

one in the next place, that of _l_-curves; and the work is complete.

It is recommended that this work be gone over several times for

practice, until the appearance and order of the characters and the

details of the method become familiar; that, when the work can be done

mechanically and without hesitation, the time occupied in a complete

addition of the example, and the mistakes made in it, be carefully

noted; that this be done several times, with an interval of some days

between the trials, and the result of each trial kept separate; that

the time and mistakes by the ordinary figures in the same example, in

several trials, be observed for comparison. Please pay particular

attention to the difference in the kind of work required by the two

methods in its bearing on two questions--which of them would be easier

to work by for hours together, supposing both equally well learned?

and in which of them could a reasonable degree of skill be more

readily acquired by a beginner? The answer to these questions, if the

comparison be a fair one, is as little to be doubted as is their high

importance.

_Example in addition by two notations_

77,823,876

14,348,907

8,654,912

5,764,801

4,635,857

1,594,323

6,417,728

4,782,969

83,886,075

34,012,224

2,903,111

48,828,125

1,724,826

7,529,536

43,344,817

10,000,000

8,334,712

1,953,125

11,308,417

759,375

21,180,840

9,765,625

18,643,788

1,000,000

44,739,243

1,889,568

2,517,471

40,353,607

4,438,414

1,679,616

23,708,715

11,890,625

945,754

823,543

15,308,805

60,466,176

30,685,377

10,077,696

19,416,381

43,046,721

===========

740,685,681

[Illustration]

Eight volunteer observers to whom this example has already been

submitted showed wide difference in arithmetical skill. One of them

took but a few seconds over two minutes, in the best of six trials, to

add by the usual figures, and set down the sum, but one figure in all

the six additions being wrong; another added once in ten minutes

fifty-seven seconds, and once in eleven minutes seven seconds, with

half the figures wrong each time. The last-mentioned observer had had

very little training in arithmetical work, but perhaps that gave a

fairer comparison. In the binary figures she made three additions in

between seven and eight minutes, with but one place wrong in the

three. With four of the observers the binary notation required nearly

double the time. These observers were all well practiced in

computation. Their best record, five minutes eighteen seconds, was

made by one whose best record was two minutes forty seconds in

ordinary figures. The author's own best results were two minutes

thirty-eight seconds binary, and three minutes twenty-three seconds

usual. He thus proved himself inferior to the last observer, as an

adder, by a system in which both were equally well trained; but a

greater familiarity (extending over a few weeks instead of a few

hours) with methods in binary addition enabled him to work twice as

fast with them. Of the author's nine additions by the usual figures,

four were wrong in one figure each; of his thirty-two additions by

different forms of binary notation, five were wrong, one of them in

two places. One observer found that he required one minute

thirty-three seconds to add a single column (average of five tried) by

the usual figures, and fifteen seconds to count the characters in one

(average of six tried) by the binary. Though these additions were

rather slow, the results are interesting. They show, making allowance

for the greater number of columns (three and a third times as many)

required by the binary plan, a saving of nearly half; but they also

illustrate the necessity of practice. This observer succeeded with the

binary arithmetic by avoiding the sources of delay that particularly

embarrass the beginner, by contenting himself with counting only, and

not stopping to divide by two, to set down an unfamiliar character, or

to recognize the mark by which he must distinguish his next column.

One well-known member of the Washington Philosophical Society and of

the American Association for the Advancement of Science, who declined

the actual trial as too severe a task, estimated his probable time

with ordinary figures at twenty minutes, with strong chances of a

wrong result, after all.

These statistics prove the existence of a class of persons who can do

faster and more reliable work by the binary reckoning. But too much

should not be made of them. Let them serve as specimens of facts of

which a great many more are to be desired, bearing on a question of

grave importance. Is it not worth our while to know, if we can, by

impartial tests, whether the tax imposed on our working brains by the

system of arithmetic in daily use is the necessary price of a blessing

enjoyed, or an oppression? If the strain produced by greater

complexity and intensity of mental labor is compensated by a

correspondingly greater rapidity in dealing with figures, the former

may be the case. If, on the contrary, a little practice suffices to

turn the balance of rapidity, for all but a small body of highly

drilled experts, in favor of an easier system, the latter must be.

This is the question that the readers of _Science_ are invited to help

in deciding. The difficulties attending a complete revolution in the

prevalent system of reckoning are confessedly stupendous; but they do

not render undesirable the knowledge that experiment alone can give,

whether or not the cost of that system is unreasonably high; nor

should they prevent those who accord them the fullest recognition from

assisting to furnish the necessary facts.

Those who are willing to undertake the addition on the plan proposed

or on any better plan, or who will submit it to such acquaintances,

skilled or unskilled, as may be persuaded to take the trouble to learn

the mechanism of binary adding, will confer a great favor by informing

the writer of the time occupied, and number of mistakes made, in each

addition. All observations and suggestions relating to the subject

will be most gratefully received.

Henry Farquhar.

Office of U.S. Coast Survey, Washington, D.C.

* * * * *

A catalogue, containing brief notices of many important scientific

papers heretofore published in the SUPPLEMENT, may be had gratis at

this office.

* * * * *

Scientific American Supplement, No. 421, January 26, 1884 · 第 44 / 48 题