STACK Question - Interpret partial derivatives
Question Interpretation
Consider the following plot of the function \(z=f(x,y)\). Select a point where all the partial derivatives are zero.
First impression of the question |
The learning outcome of the exercise is a better understanding of the meaning of derivatives, particularly a visual understanding in 3D.
Question description
- The question selects a random function \(f(x,y)\) from a parametric class of functions.
- A surface plot of \(f(x,y)\) is presented to the students. The algebraic form is kept secret.
- The student selects a point in 3D space, where the partial derivative has certain properties. It should be possible to do this using GUI features on the figure itself.
- The question validates that the required properties hold.
Find one (x,y) coordinates on the functions where all first order partial derivative (Fx,Fy,Fxy)
values on the corresponding coordinates provide values with unique signs from each other (+, -, 0/neutral)
.
In different words: the signs infront of the real numbers derived from inputing the coordinates into the partial derivatives of a given function should be different from each other. We have three unique signs in math: 0, +, and - (plus, minus and 0/neutral).
Example
Example function: \(F(x,y) = x\cdot y^2-x\)
The answer would be for example [ any_negative_number, 1]
Student perspective
The student has to type in the correct answer in the [x,y]
input field.
Show/hide
Check this box if you want to hide a given graph
The above image displays how the student can check a checkbox corresponding to a given graph, to set change the mentioned graphs visibility |
Teacher perspective
The teacher does not have to change anything, but they may choose to add or delete constants or chanage the function itself.
the above image shows which values the teacher may choose to change |
Question code
Question variables
We create 2 variables a and b that have a random number ranging between 10 and -10. These numbers can be multiplied by the function to achieve a level of ‘randomness’.
The f variable is where we store the function.
variables: fy
,fx
and fxy
give us the needed partial derivatives for the function f.
a:rand_with_prohib(-10,10,[0]);
b:rand_with_prohib(-10,10,[0]);
f:x*y^2-x;
fx:diff(f,x);
fy:diff(f,y);
fxy:diff(fy,x);
The function to displayed is [ f(x,y) = a\cdot x\cdot y^2 - b\cdot x ]
Question text
The objectives here are the following:
- Display the main function and its desired partial derivatives.
- Be able to hide any given function by crossing a checkbox
the below description is OUTDATED (will upadte soon)
The proposed objectives can be achieved following these procedures:
- 1 Segment We create and plot the functions, then we store them in an array
- 2 Segment Here a for loop is used to create a checkbox for each function.
- 3 Segment The ‘graphSelectVisibility’ function detects weather a checkbox element is checked or unchecked. It’s activated when a user clicks on input element of type ‘checkbox’.
<p>drag the black point to move the red point on the graph {#p#}</p>
<p></p>
<p><span style="font-size: 0.9375rem;" id="question">Given a surface defined by z=f(x,y), and Fxy where exact expression for f is unknown. Select a point where partial derivatives are positive/negative/zero</span><br></p>
[[jsxgraph height='750px' width='1550px' input-ref-stateStore="stateRef"]]
// set the value of input field to []
document.getElementsByClassName("algebraic")[0].value = "[x,y]";
var board = JXG.JSXGraph.initBoard(divid, {
boundingbox: [-8, 8, 8, -8],
keepaspectratio: false,
axis: false
});
/* how much of the graph is visible, you will be able to change the x and y position of the point in accordance to the range provided in the box variable. the answer does not have to be confined to this, yuo can give[15,-9] as the answer for the question. you can also change it to whichever part of the graph you wish to be visible*/
var box = [-10,10];
var view = board.create('view3d', [[-6, -3], [8, 8],[box, box, box]],{ xPlaneRear: {visible: false}, yPlaneRear: {visible:false}});
view.D3.az_slide._smax = 12;
//graph f
var FExpr = '{#f#}';
var F = board.jc.snippet(FExpr, true, 'x,y', true);
var FGraph = view.create('functiongraph3d',[F,box,box,], { strokeWidth: 0.5, stepsU: 70, stepsV: 70 });
var state = {'x':2, 'y':2, 'z':-5, 'az_slide':0.87 , 'el_slide':1.5};
var stateInput = document.getElementById(stateRef);
if (stateInput.value){
if(stateInput.value != '') {
state = JSON.parse(stateInput.value);
}
}
//the point that controlls the point on the graph;
var Axy = view.create('point3d', [state['x'], state['y'], state['z']], { withLabel: false, color:'gray',strokeWidth:5 });
//the point reflected on the graph
var A = view.create('point3d',[ function() {return Axy.D3.X()}, function(){return Axy.D3.Y()},function(){return F(Axy.D3.X(), Axy.D3.Y())}], { withLabel: false, color:'red' });
//graph fxy
var FxyExpr = '{#fxy#}';
var Fxy = board.jc.snippet(FxyExpr, true, 'x,y', true); // JessieCode parsing
// 3D surface
var FxyGraph = view.create('functiongraph3d', [
Fxy,
box,
box,
], { strokeWidth: 0.5, stepsU: 70, stepsV: 70,color:'orange'});
// checkbox to show/hide main function {#f#} main function
var checkboxF = board.create('checkbox', [0, 4, 'Toggle {#f#}']);
JXG.addEvent(checkboxF.rendNodeCheckbox, 'change', function() {
if (this.Value()) {
FGraph.setAttribute({visible:false});
} else {
FGraph.setAttribute({visible:true});
}
}, checkboxF);
// checkbox to show/hide main partial derivative {#fxy#} function
var checkboxFxy = board.create('checkbox', [0, 6, 'Toggle {#fxy#} ']);
JXG.addEvent(checkboxFxy.rendNodeCheckbox, 'change', function() {
if (this.Value()) {
FxyGraph.setAttribute({visible:false});
} else {
FxyGraph.setAttribute({visible:true});
}
}, checkboxFxy);
// Update the stored state when the position of the point Axy changes.
Axy.on('drag', function() {
state.x = Axy.X();
state.y = Axy.Y();
stateInput.value = JSON.stringify(state);
});
//optimize the el and az scale
view.D3.az_slide.setValue(state['az_slide']);
view.D3.el_slide.setValue(state['el_slide']);
board.update();
//store the value fo the az and el scale when user adjusts it
view.D3.az_slide.on('drag', function() {
var az_slide_value = view.D3.az_slide.Value();
state.az_slide = az_slide_value;
stateInput.value = JSON.stringify(state);
});
view.D3.el_slide.on('drag', function() {
var el_slide_value = view.D3.el_slide.Value();
state.el_slide = el_slide_value;
stateInput.value = JSON.stringify(state);
});
var t1 = board.create('text',[0,1,Axy.D3.X()]);
[[/jsxgraph]]
<p></p>
<p><span>The point = [[input:ans1]][[validation:ans1]] </span></p>
<p>[[input:stateStore]] [[validation:stateStore]]</p>
Feedback variabels
The objective here is:
- Determine if the signs infront of the real numbers derived from inputing the coordinates into the partial derivatives of a given function are indeed different from each other as the question descriptions states
Procedure:
We need to check for each partial derivative, which sign it provides on the provided user coordinates. give a score of 6 if a partial derivative is equal to zero, a score of 3 if it is a positive number, and a score of 1 if it is a negative number. If the values from partial derivatives are unique (unique signs infront of all 3 values), then they should add up to 10. The numbers 1, 3 and 6 are not chosen randomley, rather strategically (think combinatorics).
Lastley if the score adds up to 10 we set the student answer to be the correct answer. Otherwise we set a random long integer to be the correct answer, this is because we are required to insert an answer for the question. Ideally we would compute all the possible coordinates that would satisfy the requirements for a correct answer (unique signs), but it is almost impossible to do; so, we choose this approach instead.
score:0;
sa1:if ev(fx,x=ans1[1],y=ans1[2]) = 0 then score: score+6 else if ev(fx,x=ans1[1],y=ans1[2]) >0 then score: score+3 else if ev(fx,x=ans1[1],y=ans1[2]) <0 then score:score +1;
sa2:if ev(fy,x=ans1[1],y=ans1[2]) = 0 then score: score+6 else if ev(fy,x=ans1[1],y=ans1[2]) >0 then score: score+3 else if ev(fy,x=ans1[1],y=ans1[2]) <0 then score:score +1;
sa3:if ev(fxy,x=ans1[1],y=ans1[2]) = 0 then score: score+6 else if ev(fxy,x=ans1[1],y=ans1[2]) >0 then score: score+3 else if ev(fxy,x=ans1[1],y=ans1[2]) <0 then score:score +1;
/*if the student answer is right, then the teachers answer is equivelant to stud answer, otherwise, the teachers answer needs to have a value, so the best solution is
set the value to a random code, that no student will ever get right or know exists*/
ta: if score =10 then ans1 else [rand(50)+10000,rand(50)+10000];
Node 1
AnswerTest: AlgEquiv, SAns:Ans1, TAns:ta