CNC machine coordinate system in CNC Programming - Time & Space Complexity
We want to understand how the time to run CNC coordinate commands changes as we add more points to move to.
How does the number of moves affect the total time the machine spends executing commands?
Analyze the time complexity of the following CNC coordinate commands.
G90 ; Set absolute positioning
G00 X0 Y0 ; Move to origin
G01 X10 Y10 F100 ; Move in a straight line
G01 X20 Y20 F100 ; Move in a straight line
G01 X30 Y30 F100 ; Move in a straight line
; ... repeated for n points
This code moves the CNC machine through a series of points using absolute coordinates.
Look for repeated commands that take time.
- Primary operation: Each move command (G01) to a new coordinate.
- How many times: Once for each point in the list (n times).
Each new point adds one more move command to execute.
| Input Size (n) | Approx. Operations |
|---|---|
| 10 | 10 moves |
| 100 | 100 moves |
| 1000 | 1000 moves |
Pattern observation: The total moves grow directly with the number of points.
Time Complexity: O(n)
This means the time to run the program grows in a straight line as you add more points.
[X] Wrong: "Adding more points won't affect total execution time much because moves are fast."
[OK] Correct: Each move takes time, so more points mean more moves and more total time.
Understanding how commands scale helps you write efficient CNC programs and shows you can think about machine workload clearly.
"What if we changed from absolute (G90) to relative (G91) coordinates? How would the time complexity change?"
