Systems of Linear Equations: Star problems
Ten optional challenges to stretch your reasoning. Work on paper, use hints when you need them, and check the answer or full solution when you are ready. You can skip these problems and continue the course.
- 1 of 3 stars: Stretch
- 2 of 3 stars: Challenge
- 3 of 3 stars: Deep challenge
Stars indicate difficulty within this set.
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Problem 1 A total determined by incomplete information
Difficulty: 1 of 3 stars, Stretch
Three positive real prices , measured in dollars, satisfy
(a) Determine without finding the individual prices.
(b) Is uniquely determined? Prove your answer; if it is not, give two positive price triples with different totals that satisfy both receipts.
Builds on Solving Systems by Elimination
- Hint 1
Look for a combination of the two receipts with the desired coefficients.
- Hint 2
Twice the first receipt plus the second produces the target in part (a). For part (b), try and .
Answer
(a) dollars. (b) No: and satisfy both receipts but have totals and .
Full solution
Multiply the first equation by and add the second.
The left sides give , while the right sides give
Thus the requested amount is determined even though the individual prices need not be.
The ordinary total is not determined.
The positive triple gives receipts and , with total .
The positive triple gives and , with total .
These two valid possibilities have different totals, which is enough to prove nonuniqueness.
The key distinction is between determining every unknown and determining a particular expression in those unknowns: a system may do the second without doing the first.
Answer
(a) dollars. (b) No: and satisfy both receipts but have totals and .
Key idea
Look for a linear combination that directly determines the requested quantity; use two valid examples to disprove uniqueness of another quantity.
- Hint 1
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Problem 2 A cyclic system with a useful total
Difficulty: 1 of 3 stars, Stretch
Solve the real system
Begin by finding , and explain why your reasoning leaves only one possible triple.
Builds on Solving Systems by Elimination, Systems with More Variables
- Hint 1
Add the three equations before isolating any variable.
- Hint 2
Subtract the total equation from the first two equations to obtain differences between variables.
Answer
.
Full solution
Adding all three equations gives , so .
Subtract this total equation from to obtain .
Subtract it from to obtain .
Consequently and .
Substitution into the total gives , hence and .
It follows that and .
The original left sides are , , and , so the triple works.
Every solution had to satisfy the total and both difference relations, which forced these values.
Thus there cannot be a second solution.
Answer
.
Key idea
In a cyclic system, adding all equations may reveal a total that turns the original equations into simple differences.
- Hint 1
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Problem 3 Three readings with their labels missing
Difficulty: 1 of 3 stars, Stretch
Two positive real numbers were used to calculate , , and . The three results, with their labels lost, are .
Find every possible ordered pair and explain how you recover the labels without trying all six assignments.
Builds on Solving Systems by Elimination, Word Problems with Systems
- Hint 1
Add the three readings before deciding which label belongs to which number.
- Hint 2
The sum of the three expressions is . Once is known, subtract it from the other two readings.
Answer
or . The reading is always .
Full solution
The sum of all three readings is
Independently of their order, their algebraic sum is
Thus , and its label is recovered immediately.
The remaining readings are and
Subtracting from and shows that the two numbers are and .
Their order is not determined, so the possible ordered pairs are and .
For the first pair, the three expressions are in the stated order; for the second they are .
Both are positive and valid.
The total forced the first label, and the remaining differences forced the two entries, so the list is complete.
Answer
or . The reading is always .
Key idea
A sum that is unchanged by relabeling can recover information before any individual label is assigned.
- Hint 1
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Problem 4 The exceptional values of a symmetric system
Difficulty: 2 of 3 stars, Challenge
For every real parameter , solve
Identify precisely when the system has one solution, no solutions, or infinitely many solutions. Use sums and differences rather than a determinant formula.
Builds on Solving Systems by Elimination
- Hint 1
Add the equations and subtract one from the other.
- Hint 2
The resulting equations are and . Check both potentially zero coefficients.
Answer
For , the unique solution is . At there are no solutions. At , every pair with is a solution.
Full solution
Adding the original equations gives , and subtracting the second from the first gives
At , the sum equation reads , so the original system is inconsistent.
If , the difference equation forces .
The sum equation then gives , hence
Substitution into either original equation gives , so the forced pair works.
At , both original equations become .
Their solutions are all pairs with , equivalently for any real .
These cases exhaust the real parameter values.
The two exceptional numbers have different effects: one makes the equations contradictory, while the other makes one equation repeat the information in the other.
Answer
For , the unique solution is . At there are no solutions. At , every pair with is a solution.
Key idea
Exploit symmetry to separate a system into its sum and difference, then inspect every coefficient before dividing.
- Hint 1
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Problem 5 A bad reading exposed by a consistency check
Difficulty: 2 of 3 stars, Challenge
Five instruments report the following quantities for the same unknown real numbers :
At most one instrument reported an incorrect number. Determine , identify the incorrect report if there is one, and give its correct value. Prove that your conclusion follows from the one-error condition.
Builds on Systems with More Variables, Solving Systems by Elimination
- Hint 1
The first four quantities satisfy a relation that holds for every .
- Hint 2
The first three readings must add to twice the fourth. If at most one of those four were wrong, could their reported numbers still satisfy that relation?
Answer
. Only the fifth report is incorrect; its correct value is .
Full solution
For any three real numbers,
The first four reported numbers satisfy this identity, since
If exactly one of these four reports were wrong, the other three would be correct.
The identity would then determine the fourth value uniquely; because the displayed numbers already obey it, that fourth report would also be correct, a contradiction.
The promise of at most one error therefore forces all four of the first reports to be correct.
Subtracting their pair sums from the total gives , , and .
These values give the first three sums as required.
The fifth quantity is , not .
Thus the fifth instrument is the unique incorrect one.
The consistency argument is essential: choosing three equations and solving them without using the error promise would not by itself justify trusting those equations.
Answer
. Only the fifth report is incorrect; its correct value is .
Key idea
Redundant equations can detect errors when you identify an identity that every correct set of readings must obey.
- Hint 1
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Problem 6 Six neighboring sums around a ring
Difficulty: 2 of 3 stars, Challenge
Six positive integers , in that cyclic order, satisfy
Find every possible value of and every ordered sextuple that works. Explain why the closing equation either rules out every choice or leaves a free parameter.
Builds on Systems with More Variables
- Hint 1
Take an alternating sum of the six equations.
- Hint 2
Put and recover each following variable from the previous neighboring sum. Positivity will bound the integer .
Answer
, with sextuples , , and .
Full solution
Adding the first, third, and fifth equations gives
Adding the second, fourth, and sixth gives the same left side and right side .
Therefore is necessary; any other value makes the system inconsistent.
Let .
Successive substitution yields
The closing sum is then , regardless of .
Thus when , it supplies no new restriction.
Positivity and integrality require to be an integer with and , so .
The remaining expressions are positive for each of these values.
Substituting the three choices gives exactly the listed sextuples, and their construction verifies every neighboring sum.
Any solution had to arise from its first entry , so no additional sextuples are possible.
Answer
, with sextuples , , and .
Key idea
An even cycle of neighboring sums has a consistency relation; after checking it, positivity can turn a free real parameter into a finite integer list.
- Hint 1
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Problem 7 A hidden restriction on substituted variables
Difficulty: 2 of 3 stars, Challenge
For which real values of do there exist nonzero real numbers satisfying
For every such , give all ordered pairs . Explain why treating the two ratios as unrelated new variables would be incomplete.
Builds on Solving Systems by Elimination, Algebraic Fractions
- Hint 1
Add and subtract the equations to find the two ratios in terms of .
- Hint 2
The product must equal . Apply that restriction to the two candidate ratios.
Answer
gives all ; gives all , where is any nonzero real number. No other works.
Full solution
Set and .
Addition and subtraction of the equations give and
However, because the original variables are nonzero, these new quantities must also satisfy .
Substituting the candidate values into that condition gives , so .
Thus or .
This step uses only the two real numbers whose square is .
If , then , so all original pairs have the form with .
If , then , giving with .
Each family satisfies both original equations.
The substitution made a linear system, but it also introduced a relation between its new variables.
Checking that relation is what eliminates the other parameter values.
Scaling both original numbers together explains why each admissible case has infinitely many pairs.
Answer
gives all ; gives all , where is any nonzero real number. No other works.
Key idea
New variables built from old ones may have hidden relations; solve the transformed system and then enforce those relations before translating back.
- Hint 1
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Problem 8 Recovering four types of tokens
Difficulty: 3 of 3 stars, Deep challenge
A bag contains tokens, each labeled , or . The sum of all token labels is . If every label is squared before the labels are added, the total is . At least one token of each type is present.
Find every possible quadruple , where are the counts of labels , respectively. Prove completeness.
Builds on Word Problems with Systems, Systems with More Variables
- Hint 1
The squared labels are coefficients; the unknown token counts still enter linearly.
- Hint 2
Subtract the count equation from the value equation, and subtract the value equation from the squared-value equation. Eliminate to relate and .
Answer
.
Full solution
The three clues give
Subtracting the first equation from the second yields
Subtracting the second from the third and dividing by yields
Their difference is .
Let .
Then , the first difference equation gives , and the count equation gives .
Because each count is a positive integer, forces , while forces .
The conditions on add no further restriction for .
These three values produce the listed quadruples.
They satisfy the count equation and both difference equations, which reconstruct all three original equations.
Conversely, every possible bag must have exactly this parameterized form and meet the positivity bounds.
Thus the list is complete, even though three equations alone did not determine four real unknowns uniquely.
Answer
.
Key idea
When data summarize a collection, distinguish powers of known labels from powers of unknown counts; the resulting system may still be linear.
- Hint 1
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Problem 9 Which conclusions are guaranteed by two equations?
Difficulty: 3 of 3 stars, Deep challenge
Real numbers are known only to satisfy
Find all real coefficient quadruples for which
is guaranteed for every real solution of the two given equations. Prove both directions of your characterization without using matrices.
Builds on Systems with More Variables
- Hint 1
First express and in terms of the freely chosen .
- Hint 2
Two solutions of the given equations are and . Any guaranteed conclusion must vanish on both; then verify that the resulting coefficient pattern is sufficient.
Answer
Exactly the quadruples , where are arbitrary real numbers.
Full solution
Subtracting the first given equation from the second gives .
Hence and .
The values of are free: substituting these formulas verifies both original equations for every real choice of them.
The proposed conclusion therefore becomes
For this to hold for every real , both coefficients must vanish.
Taking and proves this necessity directly.
Thus and .
Set and to obtain
Conversely, coefficients of this form give
which is zero by the hypotheses.
Thus every listed coefficient pattern is guaranteed, and the free-variable argument proves that there are no others.
Answer
Exactly the quadruples , where are arbitrary real numbers.
Key idea
To identify everything a system guarantees, parameterize all its solutions and force the proposed conclusion to hold for every free choice.
- Hint 1
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Problem 10 When can an exchange cycle return to its start?
Difficulty: 3 of 3 stars, Deep challenge
Three boxes initially contain counters, respectively, where are nonnegative integers. Three moves are allowed: move removes counters from and adds to ; move removes from and adds to ; move removes from and adds to . A move is legal only if the required counters are available.
Find a necessary and sufficient condition on for some nonempty legal sequence to return all three boxes to their initial counts. Whenever this is possible, find the shortest possible length and justify that a legal sequence of that length exists.
Builds on Systems with More Variables, Word Problems with Systems
- Hint 1
If a sequence returns to its start, let count its moves and balance the changes in each box.
- Hint 2
The quantity is unchanged by every move. For sufficiency, first handle a box already containing a counter or three counters, then consider and .
Answer
A return is possible exactly when . Its shortest nonempty length is , using three moves, one , and one .
Full solution
Let be the move counts in a returning sequence.
Balancing each box gives , , and .
Thus and .
A nonempty sequence requires , so its length is .
Each move preserves .
Every returning sequence includes a move, which requires a counter in , so at that moment .
Therefore initially is necessary.
Now assume .
If , the five moves are legal and restore all counts.
If , the sequence does the same.
The remaining case is and .
Here , so
Perform exactly times, producing three counters in ; then perform , then , then exactly times.
After , box contains counters, enough for these final moves.
The sequence restores and uses exactly five moves.
Thus the condition is sufficient, and the move-count lower bound proves that the constructed five-move return is shortest.
Answer
A return is possible exactly when . Its shortest nonempty length is , using three moves, one , and one .
Key idea
Balance equations determine how often moves must occur; an invariant and an explicit legal ordering turn those counts into a valid process.
- Hint 1