English

Egg Drop Problems: They Are All They Are Cracked Up To Be!

History and Overview 2025-12-02 v2

Abstract

We illustrate how to invite and excite students about research by exploring higher-dimensional generalizations of the classical egg drop problem, in which the goal is to locate a critical breaking point using the fewest number of trials. Beginning with the one-dimensional case, we prove that with kk eggs and NN floors, the minimal number of drops in the worst case satisfies P1(k)kN1/kP_1(k) \leq \lceil k N^{1/k} \rceil. We then extend the recursive algorithm to two and three dimensions, proving similar formulas: P2(k)(k1)(M+N)1/(k1)P_2(k) \leq \lceil (k-1)(M+N)^{1/(k-1)} \rceil in 2D and P3(k)(k2)(L+M+N)1/(k2)P_3(k) \leq \lceil (k-2)(L+M+N)^{1/(k-2)} \rceil in 3D, and conjecture a general formula for the dd-dimensional case. Beyond the critical point problems, we then study the critical line problems, where the breaking condition occurs along x+y=Vx+y=V (with slope 1-1) or, more generally, αx+βy=V\alpha x+\beta y=V (with the slope of the line unknown). We discuss how one frequently has to pivot from the original problem, which is intractable, to something that can be solved; in our case, using induction and recursion, two standard proof techniques.

Keywords

Cite

@article{arxiv.2511.18330,
  title  = {Egg Drop Problems: They Are All They Are Cracked Up To Be!},
  author = {Xiangwen Cao and Zongyun Chen and Steven J. Miller},
  journal= {arXiv preprint arXiv:2511.18330},
  year   = {2025}
}

Comments

23 pages, 14 figures