Formalize a Minimum-Trip Transport Puzzle with Horses and Ladders

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Quick Overview

Model a horses-and-ladders transport puzzle by clarifying legal moves, tracking resource state, and proving a minimum-trip plan is optimal.

Formalize a Minimum-Trip Transport Puzzle with Horses and Ladders

Company: Cisco

Role: Software Engineer

Category: Statistics & Math

Difficulty: hard

Interview Round: Technical Screen

A transport puzzle asks you to move `X` horses from one side to the other using `Y` ladders, with the fewest trips back and forth. The movement and capacity rules have not yet been given. Explain which rules you must establish before a minimum trip count is meaningful, how you would represent the resulting puzzle, and how you would prove that a proposed plan uses the fewest legal trips. This is a conceptual reasoning exercise, not a request for a numerical answer under invented rules. ### Constraints and Clarifications `X` and `Y` denote the numbers of horses and ladders; no particular values are supplied. The two sides are distinct locations. Clarify the role of a ladder rather than assuming that it is a boat, a bridge, or a passenger-carrying device. ### Clarifying Questions - What exactly does a ladder enable, how many horses can move at once, and can ladders themselves move between sides? - Where do the ladders start, and who or what is required to operate or return them? - Are there restrictions on which horses can move together, or on horses left behind on either side? - Does one "trip" mean a one-way crossing, a complete outward-and-return round trip, or a simultaneous movement of several groups? - Must ladders end on a specified side, and does every horse need to finish on the destination side at the same time? ```hint Check a plan against every transition rule A small arithmetic count is not a valid solution if one of its crossings cannot occur from the state reached by the previous crossing. Track where every relevant resource is after each move. ``` ### What a Strong Answer Covers - The missing capacity, movement, resource-return, and trip-counting rules that determine the feasible plans. - A state representation that retains every fact affecting the legality of the next move. - A systematic search or a problem-specific counting argument suited to the agreed rules. - A concrete distinction between showing that a plan is legal and showing that it is optimal. - Treatment of impossible configurations, return trips, symmetric states, and any required final resource locations. ### Follow-up Questions 1. How would the search change if one-way trips had different costs instead of each counting equally? 2. When could horses be represented only by a count, and when would their individual identities matter? 3. 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 legal moves, tracking resource state, and proving a minimum-trip plan is optimal.

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Sep 17, 2026
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A transport puzzle asks you to move X horses from one side to the other using Y ladders, with the fewest trips back and forth. The movement and capacity rules have not yet been given.

Explain which rules you must establish before a minimum trip count is meaningful, how you would represent the resulting puzzle, and how you would prove that a proposed plan uses the fewest legal trips. This is a conceptual reasoning exercise, not a request for a numerical answer under invented rules.

Constraints and Clarifications

X and Y denote the numbers of horses and ladders; no particular values are supplied. The two sides are distinct locations. Clarify the role of a ladder rather than assuming that it is a boat, a bridge, or a passenger-carrying device.

Clarifying Questions Guidance

  • What exactly does a ladder enable, how many horses can move at once, and can ladders themselves move between sides?
  • Where do the ladders start, and who or what is required to operate or return them?
  • Are there restrictions on which horses can move together, or on horses left behind on either side?
  • Does one "trip" mean a one-way crossing, a complete outward-and-return round trip, or a simultaneous movement of several groups?
  • Must ladders end on a specified side, and does every horse need to finish on the destination side at the same time?

What a Strong Answer Covers Guidance

  • The missing capacity, movement, resource-return, and trip-counting rules that determine the feasible plans.
  • A state representation that retains every fact affecting the legality of the next move.
  • A systematic search or a problem-specific counting argument suited to the agreed rules.
  • A concrete distinction between showing that a plan is legal and showing that it is optimal.
  • Treatment of impossible configurations, return trips, symmetric states, and any required final resource locations.

Follow-up Questions Guidance

  1. How would the search change if one-way trips had different costs instead of each counting equally?
  2. When could horses be represented only by a count, and when would their individual identities matter?
  3. How could a valid plan still fail to prove that the number of trips is minimal?
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