COS 126

N-Body Simulation
Programming Assignment

Due: 11:59pm

In 1687 Sir Isaac Newton formulated the principles governing the the motion of two particles under the influence of their mutual gravitational attraction in his famous Principia. However, Newton was unable to solve the problem for three particles. Indeed, systems of three or more particles can only be solved numerically. Write a program to simulate the motion of N particles, mutually affected by gravitational forces, and animate the results. Such methods are widely used in cosmology, plasma physics, semiconductors, fluid dynamics and astrophysics to study complex physical systems. Scientists also apply the same techniques to other pairwise interactions including Coulombic, Biot-Savart, and van der Waals.

The physics. We review the equations governing the motion of the particles according to Newton's laws of motion and gravitation. Don't worry if your physics is a bit rusty; all of the necessary formulas are included below. We'll assume for now that the position (rx, ry) and velocity (vx, vy) of each particle is known. In order to model the dynamics of the system, we must know the net force exerted on each particle.

The numerics.  We use the leapfrog finite difference approximation scheme to numerically integrate the above equations: this is the basis for most astrophysical simulations of gravitational systems. In the leapfrog scheme, we discretize time, and update the time variable t in increments of the time quantum Δt. We maintain the position and velocity of each particle, but they are half a time step out of phase (which explains the name leapfrog). The steps below illustrate how to evolve the positions and velocities of the particles.

  1. Calculate the net force acting on each particle at time t using Newton's law of gravitation and the principle of superposition.

  2. For each particle:

    1. Calculate its acceleration (ax, ay) at time t using its force at time t and Newton's second law of motion.

    2. Calculate its velocity at time t + Δt / 2 by using its acceleration at time t and its velocity (vx, vy) at time t - Δt / 2. Assume that the acceleration remains constant in this interval, so that the updated velocity is:   vx = vx + Δt ax,   vy = vy + Δt ay.

    3. Calculate its position at time t + Δt by using its velocity at time t + Δt / 2 and its position at time t. Assume that the velocity remains constant in the interval from t to t + Δt, so that the resulting position is given by rx = rx + Δt vx,   ry = ry + Δt vy. Note that because of the leapfrog scheme, the constant velocity we are using is the one estimated at the middle of the interval rather than either of the endpoints.

  3. Draw each particle.
As you would expect, the simulation is more accurate when Δt is very small, but this comes at the price of more computation. Use Δt = 25,000 for a reasonable tradeoff.

Creating an animation. Draw each particle at its current position using our graphics library, and repeat this process at each time step. By displaying this sequence of snapshots (or frames) in rapid succession, you will create the illusion of movement. After each time step (i) draw the background image starfield.jpg, (ii) redraw all the bodies in their new positions, and (iii) control the animation speed using StdDraw.pause.

Input format. The input file is a text file that contains the information for a particular universe. The first value is an integer N which stores the number of particles. The second value is a real number R which represents the radius of the universe: assume all particles will have coordinates that remain between -R and R. Finally, there are N rows, and each row contains 6 elements. The first two are the x and y coordinates of the initial position; the second two are the x and y coordinates of the initial velocity; the third is the mass; the last is a String that is the name of an image file used to display the particle. As an example, the input file planets.txt contains actual data for our solar system in MKS units.

1.496e11 0.000e00 0.000e00 2.980e04 5.974e24 earth.gif
2.279e11 0.000e00 0.000e00 2.410e04 6.419e23 mars.gif
5.790e10 0.000e00 0.000e00 4.790e04 3.302e23 mercury.gif
0.000e00 0.000e00 0.000e00 0.000e00 1.989e30 sun.gif
1.082e11 0.000e00 0.000e00 3.500e04 4.869e24 venus.gif
There are addition data files in the directory nbody. This directory also contains the corresponding GIF images.

Your program.   Write a program that reads in the universe from standard input, simulates its dynamics using the leapfrog scheme described above, and animates it using our graphics library. Use to handle the data processing. Maintain several arrays to store the data. To make the computer simulation, write an infinite loop that repeatedly updates the position and velocity of the particles. When plotting, consider using StdDraw.setScale(-R, -R, +R, +R) to scale the physics coordinates to the screen coordinates.

Optional finishing touch. For a finishing touch, play the theme to 2001 using the file 2001.mid. It's a one-liner using the method

Extra credit. Submit a universe in our input format along with the necessary image files. If its behavior is sufficiently interesting, we'll award extra credit.

Challenge for the bored. There are limitless opportunities for additional excitement and discovery here. Try adding other features, such as supporting elastic or inelastic collisions. Or, make the simulation three-dimensional by doing calculations for x, y, and z coordinates, then using the z coordinate to vary the sizes of the planets. Add a rocket ship that launches from one planet and has to land on another. Allow the rocket ship to exert force with consumption of fuel.

Copyright © Robert Sedgewick and Kevin Wayne.