Expected versus Actual Totals and Reverse Processes
预期总量、实际总量与逆向过程
Some problems hide the answer in what was lost, damaged, removed, or added to everyone. Learn to compare a normal total with the actual total, rebuild an earlier state from repeated changes, and remove a common bonus before separating two types.
Compare a normal total with the actual total
When every item is normal, the total is easy to predict. A damaged or changed item may remove both its normal contribution and an extra penalty.
Expected total
In every payment problem on this page, “actual payment” means the final amount after all damage compensation has been deducted. Each item is either intact or damaged.
Suppose N items would normally earn p units each.
Expected total = N × pThis is the total if nothing changes.
Loss caused by one damaged item
If a damaged item earns no normal payment and also causes a penalty c, then one damaged item lowers the payment by:
p + cIt loses its normal payment and adds a penalty.
Watch a simple damage model
There are 20 packages. Each intact package earns 5 units. Each damaged package earns nothing and costs an extra 3-unit penalty.
Check the model
Broken bottles: compare perfect delivery with actual pay
All information needed for this investigation is included below.
Complete problem
A truck carries 2,000 glass bottles. The carrier earns 0.2 yuan for each bottle that arrives intact. For a broken bottle, the carrier receives no freight payment for that bottle and must also pay 1 yuan in compensation. After subtracting compensation, the carrier’s net payment is 379.6 yuan. How many bottles were broken?
Test a possible number of broken bottles
Record the solution
Damaged tea sets: decimals and compensation
The same model works when the normal payment and the penalty are both decimals.
Complete problem
A transport team carries 1,998 glass tea sets. The contract pays 1.6 yuan for each set that arrives intact. For every damaged set, the team receives no freight payment for that set and must pay 18 yuan in compensation. After subtracting compensation, the team receives 3,059.6 yuan. How many tea sets were damaged?
Build the perfect-delivery total
1998 × 1.6 = 3196.8This is the expected payment if every tea set arrives intact.
Build the loss per damaged set
1.6 + 18 = 19.6Each damaged set loses its 1.6-yuan freight payment and adds 18 yuan compensation.
Complete the calculation
Use a general expected-versus-actual laboratory
Change the numbers and let the model check whether a whole-number answer is possible.
Damage-loss calculator
Practice-lamp preset
Three hundred lamps would earn 0.4 unit each if intact. Each damaged lamp earns no normal payment and also incurs a 3.6-unit penalty. The actual total is 112.
Expected 120; loss per damaged lamp 4; total loss 8Feasibility checks
A valid count must be a nonnegative whole number and cannot exceed the total number of items.
If the actual total is above the expected total, this particular damage model does not fit.
Read the laboratory
Use the named, fixed presets, not any edited input values.
Reverse repeated removals to rebuild the starting amounts
A final state may be easier to understand by adding every removed amount back.
Complete red-and-white ball problem
A box originally contains red and white glass balls. The number of red balls is 2 more than three times the number of white balls. In every round, 15 red balls and 7 white balls are removed. After several rounds, 53 red balls and 3 white balls remain. How many red balls were in the box at the beginning?
3 × white + 2
Work through the equation
Expand the right side: 53 + 15k = 11 + 21k. Subtract 11 and 15k from both sides: 42 = 6k. Therefore k = 7 rounds. Add back to check: red = 53 + 105 = 158; white = 3 + 49 = 52; and 158 = 3 × 52 + 2.
Test the number of rounds
Complete the reverse process
Use a general reverse-process laboratory
The same reasoning works whenever two quantities obey an initial relationship and both change by fixed amounts each round.
Reverse repeated changes
At the beginning, quantity A obeys A = mB + c. Each round removes fixed amounts from A and B. The final amounts are known.
Practice-counter preset
Initially, A = 2B + 4. Each round removes 4 from A and 1 from B. Finally A is 8 and B is 5.
8 + 4k = 2(5 + k) + 4Read both presets
Use the original ball problem from Mission 5 and the practice-counter statement above. Edited laboratory values do not change these questions.
Remove a common temporary bonus before separating two types
When the same bonus is added to everyone, subtract that common part first. Then the ordinary two-type difference becomes visible.
Complete monkey problem
There are 35 monkeys, some large and some small. These 35 workers exclude the king, who supervises but does not pick peaches. Each worker picks for all eight hours. Without the monkey king, one large monkey picks 15 kg of peaches per hour and one small monkey picks 11 kg per hour. Whenever the monkey king supervises, every monkey picks 12 kg more per hour. The monkeys work for 8 hours, but the king supervises only during the first hour and last hour. Together they pick 4,400 kg. How many small monkeys are there?
+12 each
ordinary
ordinary
ordinary
ordinary
ordinary
ordinary
+12 each
Test the number of large monkeys
Complete the monkey calculation
Choose the right transformation and repair common errors
The arithmetic is often short after the story is transformed into the right model.
Damage, breakage, or penalty
Build the perfect total, then divide the missing amount by the loss from one changed item.
Repeated removals with a final state
Add each removed amount back for every round, then enforce the initial relationship.
Everyone receives the same temporary increase
Subtract the common addition before comparing the two ordinary types.
Two types with different normal contributions
Assume every object is the low type, then repair the total one replacement at a time.
Strategy and error detective
Independent workshop
Solve at least six of the eight questions. Try first, then use a hint; worked solutions are available for checking your reasoning.
Hint
Compare perfect payment with actual payment.
Worked solution — open after trying
(400 × 0.5 − 190) ÷ (0.5 + 2) = 4.
Hint
Include both the lost payment and the penalty.
Worked solution — open after trying
2 + 3 = 5 yuan per plate.
Hint
Calculate the payment if every plate arrived intact.
Worked solution — open after trying
(200 − 175) ÷ 5 = 5 broken plates.
Hint
Compare the perfect payment with the actual payment, then find the full loss per damaged lamp.
Worked solution — open after trying
(60 − 45) ÷ (1 + 4) = 3.
Hint
Add back: 12 + 5k = 3(6 + k) + 2.
Worked solution — open after trying
12 + 5k = 20 + 3k; 2k = 8, so k = 4.
Hint
Add back one B for every round.
Worked solution — open after trying
6 + 4 = 10. Initial A = 12 + 20 = 32; 32 = 3 × 10 + 2.
Hint
The bonus is once per worker, not per hour.
Worked solution — open after trying
8 × 3 = 24 boxes.
Hint
Remove the common bonus you found in Question 7, then use an all-slower baseline for two hours.
Worked solution — open after trying
(88 − 24 − 8 × 2 × 3) ÷ (2 × (5 − 3)) = 4 faster workers. Check: 4 × 10 + 4 × 6 + 24 = 88.
Try a fresh challenge
Try these new questions before opening help. Earn your certificate by completing Missions 2, 4, and 9 and answering all five exit questions correctly. Optional reflections and extra exploration do not affect your score.
Hint
Find the perfect payment and the full loss per broken cup.
Worked solution — open after trying
(200 × 0.5 − 92) ÷ (0.5 + 1.5) = 4 cups.
Hint
Add back: 9 + 5k = 2(5 + 2k) + 3.
Worked solution — open after trying
9 + 5k = 13 + 4k, so k = 4.
Hint
Add back five reds for each round.
Worked solution — open after trying
9 + 5 × 4 = 29 reds; blue = 5 + 2 × 4 = 13, and 29 = 2 × 13 + 3.
Hint
The bonus happens once per worker, not once per hour.
Worked solution — open after trying
10 × 2 = 20 bonus boxes.
Hint
Remove the bonus, then use an all-slower baseline.
Worked solution — open after trying
(206 − 20 − 10 × 3 × 5) ÷ (3 × (8 − 5)) = 4. Check: 4 × 24 + 6 × 15 + 20 = 206.
Lesson checkpoints completed
Change-Process Detective
You completed the checkpoints on payment losses, reverse processes and common bonuses. Revisit any steps for which you needed solution help.
Lesson 9.6 complete
Teaching notes
The student lesson is self-contained.The general laboratories, practice-package and practice-lamp examples, feedback, and assessment items are additional instructional scaffolds.
” All data and context needed to solve every activity are included here.