Learn

Learning preferences

Make learning more comfortable. Changes apply immediately.

Enlarges page content, including diagrams and their labels. You can also use your browser’s zoom.

Choose the colours that are easiest for you to distinguish. Applies to lesson diagrams and lab plots. Labels, shapes, hatching and line patterns also distinguish meanings. Source photographs and raw image brightness stay unchanged; mask-only views are available for image overlays.

ExampleComparisonSample link

Saved in this browser on this device. Preferences are separate from progress backups.

Lesson 1 of 2

Build polynomials from meaningful constraints

Construct cubic and quartic models while keeping dimensions, domains and assumptions visible.

Loading your saved responses…

Try the optional starting-point checks and targeted refreshers. You can continue directly into this lesson.

Try

A synthetic packaging exercise starts with a rectangular sheet measuring 8 cm by 6 cm. Cut an equal square of side x cm from every corner, then fold the remaining flaps upward. Before multiplying anything, draw the base and label its two remaining dimensions. If x=1, the base is 6 cm by 4 cm and the height is 1 cm. The volume is 24 cm³.

Why does this construction lead to a cubic rather than a quadratic? Three lengths change with x: the height x, the base length 8−2x, and the base width 6−2x. Their product is

V(x)=x(8−2x)(6−2x)=4x³−28x²+48x.

Here x is the numerical cut size in centimeters and V is the numerical volume in cubic centimeters. The coefficients encode those units; the three terms represent comparable volumes, not a sum of an ordinary length and a volume. This is an ideal geometric model: it neglects material thickness, folding clearance and waste beyond the cut squares.

Cut four one-centimeter cornersAn eight by six rectangle has a one by one square removed at each corner. The central six by four rectangle becomes the base, and the surrounding one-centimeter strips become the sides. Coordinates use 40 SVG units per centimeter.8 cm6 cmBase: 6 cm × 4 cmFolded height: 1 cmGold corners are removed; dashed lines are folds.
The drawing shows x=1 only. Its equal coordinate scale is 40 SVG units per centimeter. For another x, redraw both base dimensions before calculating.

Predict

Predict whether x=2 gives a larger volume than x=1. A greater height does not guarantee a greater volume because both base dimensions shrink. Then predict what goes wrong at x=3 and at x=4.

Cut x (cm)Base dimensions (cm)Height (cm)Polynomial value (cm³)Physical interpretation
08 by 600Flat sheet, not a nondegenerate box
16 by 4124Feasible ideal box
24 by 2216Feasible, with smaller volume
32 by 030Collapsed base
40 by −240Not a feasible cutting pattern

For a nondegenerate box all three lengths must be positive. Therefore 0<x<3 is the physical domain. The expanded polynomial can be evaluated outside this interval, but those values do not inherit the packaging interpretation. The zero at x=4 belongs to the algebraic extension, not to a feasible box. State the domain before comparing designs.

Experiment

Make a paper sketch for x=0.5 and x=1.5, labeling the base and height. Calculate the two volumes, then plot the four feasible points at x=0.5,1,1.5,2 on axes labeled cut size in centimeters and volume in cubic centimeters. Include the limiting collapsed endpoints (0,0) and (3,0) with a note that they are excluded from the nondegenerate-box domain. Connect the points only as a sketch of the stipulated polynomial, not as a claim that a few measured values uniquely determine a curve.

Check the new constructions

At x=0.5 the base is 7 by 5 and V=17.5 cm³. At x=1.5 the base is 5 by 3 and V=22.5 cm³. The four feasible plotted points are (0.5,17.5),(1,24),(1.5,22.5),(2,16). These comparisons do not identify the exact maximum among all possible cuts. A sampled best design and an established global maximum are different conclusions.

Change the sheet width from 6 cm to 7 cm while retaining the 8 cm length. Write the new product before expanding. Its domain becomes 0<x<3.5 and the formula becomes x(8−2x)(7−2x). At x=1 the volume is now 30 cm³. This changed-case prediction comes from the stated geometry, not from adjusting a coefficient merely to match the old table.

Understand

Factored form makes constraints visible. Three specified distinct roots r₁,r₂,r₃ force a polynomial of degree at most three to have the form k(x−r₁)(x−r₂)(x−r₃). One nonzero reading at another input determines k. The degree restriction matters: adding a multiple of a product that vanishes at all recorded inputs preserves those readings while changing other values.

For the box, the factors come from measured dimensions. If instead someone only supplied the zeros 0,3,4 and V(1)=24, these four values would determine the same cubic within the family of polynomials of degree at most three. They would not prove that the underlying process is cubic. The algebraic factor theorem justifies divisibility by each root factor; a nonzero polynomial of degree at most three cannot have four distinct roots. Thus the difference of two matching cubics must be zero. This is uniqueness within a family, not universal identification from finite data.

A quartic can arise just as concretely. Suppose a synthetic panel model stipulates a square side length s(t)=t(4−t)/2 meters for elapsed time t in hours on 0≤t≤4. Its area is A(t)=s(t)²=t²(4−t)²/4, a quartic in the numerical time. At t=1, s=1.5 m and A=2.25 m²; at t=2, s=2 m and A=4 m². The squared factors come from squaring a length, not merely from observing zero areas at two times. Completing the square gives s(t)=2−(t−2)²/2. On the specified domain 0≤s≤2, so 0≤A≤4. No calculus is required for this maximum argument. Outside that domain, the squared formula hides negative proposed lengths and cannot repair their interpretation.

Apply

A model can combine stages without becoming one polynomial. Suppose a synthetic tank volume is B(t)=t²(4−t) liters for 0≤t≤2, followed by a constant volume c for 2<t≤5. To avoid a jump, calculate B(2)=8 and choose c=8. The complete rule is cubic in its first stage and constant in its second; the boundary value belongs to the first stage, and the right-hand values approach the same 8 liters. The two stages meet continuously.

Now replace the second stage with c+(t−2) liters. What c avoids a jump, and what volume is predicted at t=4? Draw the two stages near their join, label the shared boundary, and explain why continuity does not certify the physical model.

Check the join and the claim

Again c=8, because the added term is zero at the join. The prediction at 4 is 10 liters. The model has no sudden change in volume at 2, but that alone does not confirm its rates, tank capacity, or accuracy against measurements. A continuous piecewise model can still be empirically wrong. The late-stage formula and its units are teaching assumptions, not measurements of a real tank.

Finally, invent a different polynomial that matches the box model at x=0,1,2,3. One option is V(x)+k x(x−1)(x−2)(x−3), with k a nonzero coefficient in compatible units. Every added term vanishes at those four inputs. Choose an unused feasible input such as 0.5, calculate the competing predictions before measuring, and state how precise a measurement would need to be to distinguish them. This prepares the distinction between fitting and validation.

Continue

Retain a model record with four parts: the response and its units; the allowed inputs; the assumptions that produce the factors or coefficients; and a prediction at an unused admissible input. A formula derived from ideal geometry, an interpolating polynomial through exact values, and a regression fit to noisy readings supply different kinds of support.

In polynomial fitting and validation, compare models against new observations rather than rewarding the one that follows the calibration points most closely. If a model changes after seeing a check, preserve the old prediction and treat that observation as used evidence. A later independent check needs a genuinely unused case. Neither polynomial degree nor continuity alone establishes that a model will work in a new situation.

Apply · explain · revise

Practice and reasoning

Drafts save locally as you type. Reveal worked solutions when useful; the site remembers that exposure. Automatic matches check the requested answer, while written arguments require review against the rubric.

An open box is made by cutting squares of side x cm from every corner of a 10 cm by 8 cm sheet and folding the sides. Derive its volume polynomial, state the physical domain for a nondegenerate box, and calculate the volumes for x=1 and x=2. Explain why a positive polynomial value at x=6 is not a feasible box.

Structure your argument and preserve revisions

These optional planning fields save locally. Recording your response saves an immutable copy of the argument and these fields. Older records may contain only first/latest responses; missing intermediate revisions are not reconstructed.

Each field allows 2,000 characters. Keep a specific claim, state where it applies, cite the facts you use, and explain what still needs checking. Blank fields are allowed and are not evidence of mastery.

A synthetic calibration response y is modeled by a polynomial of degree at most three. It is zero at inputs −1, 1 and 3, and equals 6 at input 0. Find the model, check all constraints, and explain why it is unique within the stated family but not among unrestricted polynomials.

Structure your argument and preserve revisions

These optional planning fields save locally. Recording your response saves an immutable copy of the argument and these fields. Older records may contain only first/latest responses; missing intermediate revisions are not reconstructed.

Each field allows 2,000 characters. Keep a specific claim, state where it applies, cite the facts you use, and explain what still needs checking. Blank fields are allowed and are not evidence of mastery.

A model gives the side length of a square panel as s(t)=t(6−t)/3 meters, where t is elapsed time in hours and 0≤t≤6. Construct its area polynomial, find A(3), and justify the largest area on this domain without calculus. Describe why the area formula alone cannot validate the side-length model outside that domain.

Structure your argument and preserve revisions

These optional planning fields save locally. Recording your response saves an immutable copy of the argument and these fields. Older records may contain only first/latest responses; missing intermediate revisions are not reconstructed.

Each field allows 2,000 characters. Keep a specific claim, state where it applies, cite the facts you use, and explain what still needs checking. Blank fields are allowed and are not evidence of mastery.

For 0≤t≤2 a tank model is V(t)=t²(5−t) liters. For 2<t≤5 a proposed second stage is V(t)=a+3(t−2) liters. Choose a so there is no jump at t=2; calculate V(4). Is continuity alone evidence that this describes the real tank?

Structure your argument and preserve revisions

These optional planning fields save locally. Recording your response saves an immutable copy of the argument and these fields. Older records may contain only first/latest responses; missing intermediate revisions are not reconstructed.

Each field allows 2,000 characters. Keep a specific claim, state where it applies, cite the facts you use, and explain what still needs checking. Blank fields are allowed and are not evidence of mastery.

An engineer proposes p(t)=k t²(5−t) for a response on [0,5], with p(1)=8. Find k and p(2). A colleague claims the two zero endpoint readings alone establish the squared factor t². Evaluate that claim using a different polynomial with the same endpoints and reading at 1.

Structure your argument and preserve revisions

These optional planning fields save locally. Recording your response saves an immutable copy of the argument and these fields. Older records may contain only first/latest responses; missing intermediate revisions are not reconstructed.

Each field allows 2,000 characters. Keep a specific claim, state where it applies, cite the facts you use, and explain what still needs checking. Blank fields are allowed and are not evidence of mastery.

A polynomial of degree at most four has a factor (x−1)² and a factor (x+2)², and its value at x=0 is 12. Determine it and predict its value at x=2. Explain what changes if only the two zero locations, rather than the squared factors, were supplied.

Structure your argument and preserve revisions

These optional planning fields save locally. Recording your response saves an immutable copy of the argument and these fields. Older records may contain only first/latest responses; missing intermediate revisions are not reconstructed.

Each field allows 2,000 characters. Keep a specific claim, state where it applies, cite the facts you use, and explain what still needs checking. Blank fields are allowed and are not evidence of mastery.

Reflect and continue

Before marking this lesson complete, explain one key idea without the worked solution and identify a condition that matters. Marking complete records participation, not independent mastery.