Notes

Computer Composition with Lines (A. Michael Noll, 1964)

Two pictures side by side. Left: A. Michael Noll's Computer Composition with Lines, short black vertical and horizontal bars inside a circle. Right: Piet Mondrian's painting Composition in Line, short black bars and crosses in a roughly circular field on a white canvas, signed PM 17.
Left: A. Michael Noll, Computer Composition with Lines, 1964 (© A. Michael Noll 1965), shown with his written permission; scan supplied by Noll, cropped below the drawing. Right: Piet Mondrian, Composition in Line, 1916–17, Kröller-Müller Museum, Otterlo; public domain, via Wikimedia Commons.

Computer Composition with Lines is a picture made by A. Michael Noll at Bell Telephone Laboratories in Murray Hill, New Jersey, after Piet Mondrian's painting Composition With Lines (1917). Noll then showed both pictures to 100 people and asked which one the computer had made. Most of them got it wrong, and most preferred the computer's picture.1

The painting

Mondrian's black-and-white painting is a scatter of short vertical and horizontal bars. Noll noted three things about it: its outline is a circle cropped at the sides, top and bottom; the bars in a region at the top are shorter; and otherwise the length and width of the bars seem randomly distributed. He also wrote that Mondrian placed each bar with "considerable planning", although "the exact algorithm is unknown".1

How the computer picture was made

An IBM 7094 computer calculated the picture, and an SC-4020 microfilm plotter drew it on the face of a cathode ray tube, where a 35 mm camera photographed it.1 Each bar was a set of parallel line segments spaced closely enough to overlap. Noll published the rules:1

  • the bars are placed at random inside a circle of radius 450 units, every location equally likely;
  • vertical and horizontal are equally likely;
  • the width is between 7 and 10 lines, the length between 10 and 60 points, all values equally likely;
  • if a bar falls inside a parabolic region at the top, its length is reduced by a factor proportional to its distance from the edge of the parabola.
Short black vertical and horizontal bars, each made of close parallel lines, scattered inside a dashed grey circle on warm paper. A dashed red curve near the top marks a cup-shaped region where the bars are shorter.
Reconstruction by JAEV after the rules A. Michael Noll published in 1966: bars placed at random in a circle, shorter inside a parabola at the top, each bar drawn as parallel lines. The dashed circle and the red parabola show the rule; the number of bars and the parabola are JAEV's, not the original. CC BY 4.0.

The shape of the parabola and the factor were found by trial and error, until the effect was "reasonably similar" to Mondrian's.1 Noll copied Mondrian's outline and the shorter bars at the top, and replaced the planned placement with chance.

Live sketch

Sketch by JAEV after the rules in Noll's 1966 paper: bars at random in a circle of radius 450, vertical or horizontal, width 7–10 lines, length 10–60 points, shorter inside a parabola at the top. The paper does not give the number of bars, the size of a "line" or a "point", or the parabola, so these are JAEV's choices. Not the original program and not the work. Code CC BY 4.0.

The Mondrian test

Noll had both pictures copied xerographically so that they looked equally good, labelled them A and B in alternating order, and gave them to 100 people, all but two of them Bell Labs employees. Each answered which picture they thought the computer had drawn and which they preferred.1

  • 59% preferred the computer picture.
  • Only 28% identified the computer picture correctly.

Both results differed from chance at the 0.05 level. People who liked abstract art preferred the computer picture by more than three to one. Of the technical staff, 35% identified it, against 13% of the non-technical staff. Noll's explanation was that the non-technical group expected a computer to make orderly pictures, and so took the Mondrian for the machine's work. The participants described the computer picture as "neater" and more "varied".1 The paper appeared in The Psychological Record in 1966.

Noll's paper dates the picture 1964; his later account of early art at Bell Labs gives 1965. Noll told JAEV that the work was made in 1964, and that 1965 is the year of its copyright: it was first shown in public at the Howard Wise Gallery in New York in 1965, and copyright then began at the first public showing.2 The picture won first prize in a contest run by the magazine Computers and Automation in August 1965.1, 3

JAEV's own Content also hands composition to a calculation: each day a SHA-256 hash of the day's text chooses its composition, shapes and colours.

Sources

  1. A. Michael Noll, “Human or Machine: A Subjective Comparison of Piet Mondrian's ‘Composition With Lines’ (1917) and a Computer-Generated Picture”. The Psychological Record, 16, 1966, pp. 1–10. Scan
    Bars placed “randomly within a circle of radius 450 units so that all locations were equiprobable”; widths 7–10 lines, lengths 10–60 points; parabolic region at the top; IBM 7094 and SC-4020 microfilm plotter; 100 subjects, 59% preferred the computer picture, 28% identified it.
  2. A. Michael Noll, emails to JAEV, 22 and 23 October 2026
    Made in 1964; © 1965 from the first public showing at the Howard Wise Gallery, New York. Noll asked JAEV to show his original and the Mondrian; his work is shown with his written permission.
  3. A. Michael Noll, “First-Hand: Early Digital Art at Bell Telephone Laboratories, Inc.”. Engineering and Technology History Wiki
    “In 1965, Noll programmed the computer to create an image” of “horizontal and vertical parallel black bars within a circle”; first prize in the Computers and Automation contest, August 1965.
Published
JAEV Notes, October 2026.
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JAEV Notes, “Computer Composition with Lines (A. Michael Noll, 1964)”, jaev.gallery/notes/michael-noll-computer-composition-with-lines/, 2026.
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