Frog and Pond
What this preview is
Frog and Pond is a medium quant interview question on probability.
- Difficulty
- Medium
- Topic
- Probability
- Discipline
- Quant trading
- Language
- Agnostic
- Companies
- 0
What this combinatorial path-counting question tests
This is a medium-difficulty combinatorics problem that appears in probability and quantitative reasoning interviews. It tests your ability to set up and solve a constrained counting problem—specifically, how to enumerate all valid paths subject to multiple rules without double-counting or missing cases.
The core skill is translating word constraints into a mathematical model. Here, you must decide whether to use direct enumeration, recursion with memoization, or a generating-function approach. The problem rewards clarity in defining what constitutes a "unique way" and careful bookkeeping of the constraints (jump size bounds, mandatory intermediate steps, starting and ending positions).
- Recursion and dynamic programming for path counting
- Constraint satisfaction and state representation
- Combinatorial enumeration without overcounting
Related practice
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