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49.1 Introduction to drawdf | ||

49.2 Functions and Variables for drawdf |

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The function `drawdf`

draws the direction field of a first-order
Ordinary Differential Equation (ODE) or a system of two autonomous
first-order ODE's.

Since this is an additional package, in order to use it you must first
load it with `load(drawdf)`

. Drawdf is built upon the `draw`

package, which requires Gnuplot 4.2.

To plot the direction field of a single ODE, the ODE must be written in the form:

dy -- = F(x,y) dx

and the function `F` should be given as the argument for
`drawdf`

. If the independent and dependent variables are not `x`,
and `y`, as in the equation above, then those two variables should
be named explicitly in a list given as an argument to the drawdf command
(see the examples).

To plot the direction field of a set of two autonomous ODE's, they must be written in the form

dx dy -- = G(x,y) -- = F(x,y) dt dt

and the argument for `drawdf`

should be a list with the two
functions `G` and `F`, in that order; namely, the first
expression in the list will be taken to be the time derivative of the
variable represented on the horizontal axis, and the second expression
will be the time derivative of the variable represented on the vertical
axis. Those two variables do not have to be `x` and `y`, but if
they are not, then the second argument given to drawdf must be another
list naming the two variables, first the one on the horizontal axis and
then the one on the vertical axis.

If only one ODE is given, `drawdf`

will implicitly admit
`x=t`

, and `G(x,y)=1`

, transforming the non-autonomous
equation into a system of two autonomous equations.

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__Function:__**drawdf***(*`dydx`, ...options and objects...)__Function:__**drawdf***(*`dvdu`,`[`

`u`,`v``]`

, ...options and objects...)__Function:__**drawdf***(*`dvdu`,`[`

`u`,`umin`,`umax``]`

,`[`

`v`,`vmin`,`vmax``]`

, ...options and objects...)__Function:__**drawdf***(*`[`

`dxdt`,`dydt``]`

, ...options and objects...)__Function:__**drawdf***(*`[`

`dudt`,`dvdt``]`

,`[`

`u`,`v``]`

, ...options and objects...)__Function:__**drawdf***(*`[`

`dudt`,`dvdt``]`

,`[`

`u`,`umin`,`umax``]`

,`[`

`v`,`vmin`,`vmax``]`

, ...options and objects...)Function

`drawdf`

draws a 2D direction field with optional solution curves and other graphics using the`draw`

package.The first argument specifies the derivative(s), and must be either an expression or a list of two expressions.

`dydx`,`dxdt`and`dydt`are expressions that depend on`x`and`y`.`dvdu`,`dudt`and`dvdt`are expressions that depend on`u`and`v`.If the independent and dependent variables are not

`x`and`y`, then their names must be specified immediately following the derivative(s), either as a list of two names`[`

`u`,`v``]`

, or as two lists of the form`[`

`u`,`umin`,`umax``]`

and`[`

`v`,`vmin`,`vmax``]`

.The remaining arguments are

*graphic options*,*graphic objects*, or lists containing graphic options and objects, nested to arbitrary depth. The set of graphic options and objects supported by`drawdf`

is a superset of those supported by`draw2d`

and`gr2d`

from the`draw`

package.The arguments are interpreted sequentially:

*graphic options*affect all following*graphic objects*. Furthermore,*graphic objects*are drawn on the canvas in order specified, and may obscure graphics drawn earlier. Some*graphic options*affect the global appearence of the scene.The additional

*graphic objects*supported by`drawdf`

include:`solns_at`

,`points_at`

,`saddles_at`

,`soln_at`

,`point_at`

, and`saddle_at`

.The additional

*graphic options*supported by`drawdf`

include:`field_degree`

,`soln_arrows`

,`field_arrows`

,`field_grid`

,`field_color`

,`show_field`

,`tstep`

,`nsteps`

,`duration`

,`direction`

,`field_tstep`

,`field_nsteps`

, and`field_duration`

.Commonly used

*graphic objects*inherited from the`draw`

package include:`explicit`

,`implicit`

,`parametric`

,`polygon`

,`points`

,`vector`

,`label`

, and all others supported by`draw2d`

and`gr2d`

.Commonly used

*graphic options*inherited from the`draw`

package include:

`points_joined`

,`color`

,`point_type`

,`point_size`

,`line_width`

,`line_type`

,`key`

,`title`

,`xlabel`

,`ylabel`

,`user_preamble`

,`terminal`

,`dimensions`

,`file_name`

, and all others supported by`draw2d`

and`gr2d`

.See also

`draw2d`

.Users of wxMaxima or Imaxima may optionally use

`wxdrawdf`

, which is identical to`drawdf`

except that the graphics are drawn within the notebook using`wxdraw`

.To make use of this function, write first

`load(drawdf)`

.Examples:

(%i1) load(drawdf)$ (%i2) drawdf(exp(-x)+y)$ /* default vars: x,y */ (%i3) drawdf(exp(-t)+y, [t,y])$ /* default range: [-10,10] */ (%i4) drawdf([y,-9*sin(x)-y/5], [x,1,5], [y,-2,2])$

For backward compatibility,

`drawdf`

accepts most of the parameters supported by plotdf.(%i5) drawdf(2*cos(t)-1+y, [t,y], [t,-5,10], [y,-4,9], [trajectory_at,0,0])$

`soln_at`

and`solns_at`

draw solution curves passing through the specified points, using a slightly enhanced 4th-order Runge Kutta numerical integrator.(%i6) drawdf(2*cos(t)-1+y, [t,-5,10], [y,-4,9], solns_at([0,0.1],[0,-0.1]), color=blue, soln_at(0,0))$

`field_degree=2`

causes the field to be composed of quadratic splines, based on the first and second derivatives at each grid point.`field_grid=[`

`COLS`,`ROWS``]`

specifies the number of columns and rows in the grid.(%i7) drawdf(2*cos(t)-1+y, [t,-5,10], [y,-4,9], field_degree=2, field_grid=[20,15], solns_at([0,0.1],[0,-0.1]), color=blue, soln_at(0,0))$

`soln_arrows=true`

adds arrows to the solution curves, and (by default) removes them from the direction field. It also changes the default colors to emphasize the solution curves.(%i8) drawdf(2*cos(t)-1+y, [t,-5,10], [y,-4,9], soln_arrows=true, solns_at([0,0.1],[0,-0.1],[0,0]))$

`duration=40`

specifies the time duration of numerical integration (default 10). Integration will also stop automatically if the solution moves too far away from the plotted region, or if the derivative becomes complex or infinite. Here we also specify`field_degree=2`

to plot quadratic splines. The equations below model a predator-prey system.(%i9) drawdf([x*(1-x-y), y*(3/4-y-x/2)], [x,0,1.1], [y,0,1], field_degree=2, duration=40, soln_arrows=true, point_at(1/2,1/2), solns_at([0.1,0.2], [0.2,0.1], [1,0.8], [0.8,1], [0.1,0.1], [0.6,0.05], [0.05,0.4], [1,0.01], [0.01,0.75]))$

`field_degree='solns`

causes the field to be composed of many small solution curves computed by 4th-order Runge Kutta, with better results in this case.(%i10) drawdf([x*(1-x-y), y*(3/4-y-x/2)], [x,0,1.1], [y,0,1], field_degree='solns, duration=40, soln_arrows=true, point_at(1/2,1/2), solns_at([0.1,0.2], [0.2,0.1], [1,0.8], [0.8,1], [0.1,0.1], [0.6,0.05], [0.05,0.4], [1,0.01], [0.01,0.75]))$

`saddles_at`

attempts to automatically linearize the equation at each saddle, and to plot a numerical solution corresponding to each eigenvector, including the separatrices.`tstep=0.05`

specifies the maximum time step for the numerical integrator (the default is 0.1). Note that smaller time steps will sometimes be used in order to keep the x and y steps small. The equations below model a damped pendulum.(%i11) drawdf([y,-9*sin(x)-y/5], tstep=0.05, soln_arrows=true, point_size=0.5, points_at([0,0], [2*%pi,0], [-2*%pi,0]), field_degree='solns, saddles_at([%pi,0], [-%pi,0]))$

`show_field=false`

suppresses the field entirely.(%i12) drawdf([y,-9*sin(x)-y/5], tstep=0.05, show_field=false, soln_arrows=true, point_size=0.5, points_at([0,0], [2*%pi,0], [-2*%pi,0]), saddles_at([3*%pi,0], [-3*%pi,0], [%pi,0], [-%pi,0]))$

`drawdf`

passes all unrecognized parameters to`draw2d`

or`gr2d`

, allowing you to combine the full power of the`draw`

package with`drawdf`

.(%i13) drawdf(x^2+y^2, [x,-2,2], [y,-2,2], field_color=gray, key="soln 1", color=black, soln_at(0,0), key="soln 2", color=red, soln_at(0,1), key="isocline", color=green, line_width=2, nticks=100, parametric(cos(t),sin(t),t,0,2*%pi))$

`drawdf`

accepts nested lists of graphic options and objects, allowing convenient use of makelist and other function calls to generate graphics.(%i14) colors : ['red,'blue,'purple,'orange,'green]$ (%i15) drawdf([x-x*y/2, (x*y - 3*y)/4], [x,2.5,3.5], [y,1.5,2.5], field_color = gray, makelist([ key = concat("soln",k), color = colors[k], soln_at(3, 2 + k/20) ], k,1,5))$

Categories: Package drawdf

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