Cisco · Data Structures & Algorithms
Formalize a Minimum-Trip Transport Puzzle with Horses and Ladders
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October 7, 2026 · 2 min read
A transport puzzle requires moving X horses from one side to the other with Y ladders, minimizing the number of trips in both directions. The rules for movement and capacity are not specified yet.
State which rules need to be fixed before a minimum trip count can be meaningful, how you would model the resulting puzzle, and how you would show that a candidate plan uses the fewest legal trips. This is a conceptual reasoning task, not a request for a numeric answer based on made-up rules.
Constraints and Points to Clarify
X and Y stand for the number of horses and the number of ladders; no specific values are given. The two sides are separate locations. Clarify what a ladder actually does instead of assuming it works like a boat, a bridge, or a passenger carrier.
Questions to Resolve
- What exactly does a ladder allow, how many horses can cross at once, and can the ladders themselves be moved between sides?
- Where do the ladders begin, and who or what has to operate them or bring them back?
- Are there limits on which horses may travel together, or on which horses may be left on either side?
- Does one “trip” mean a single one-way crossing, a full out-and-back round trip, or several groups moving at the same time?
- Must the ladders finish on a particular side, and do all horses need to be on the destination side at the same time?
Hint — Validate each plan against every transition rule: A small arithmetic count is not a valid solution if one of its crossings cannot happen from the state produced by the previous crossing. Track where every relevant resource is after each move.
What a Strong Answer Should Cover
- The missing capacity, movement, resource-return, and trip-counting rules that decide which plans are feasible.
- A state representation that keeps every fact that affects whether the next move is legal.
- A systematic search or a problem-specific counting argument appropriate to the agreed rules.
- A clear separation between proving that a plan is legal and proving that it is optimal.
- Handling of impossible configurations, return trips, symmetric states, and any required final locations for resources.
Follow-up Questions
- How would the search change if one-way trips had different costs rather than each counting equally?
- When could horses be represented by a count alone, and when would their individual identities matter?
- How could a valid plan still fail to prove that the number of trips is minimal?
Overview: Model a horses-and-ladders transport puzzle by clarifying the legal moves, tracking the resource state, and proving that a minimum-trip plan is optimal.