How to Succeed Solo in Math Modeling Competitions: Strategies and Preparation

1 Solo Participation

In a landscape where most math‑modeling teams consist of multiple members, competing alone can feel overwhelming. A well‑coordinated four‑person team can divide tasks—modeling, programming, writing—and benefit from a coordinator, generally achieving higher efficiency and better results.

However, not all teams achieve ideal coordination; many experience uneven workload distribution and “free‑riding,” which can feel unfair to the more diligent members and cause internal conflict. In some cases, a single strong participant may end up carrying the entire effort, effectively turning a team effort into a solo endeavor.

2 Advantages of Solo Participation

While the disadvantages focus on limited manpower, solo participation can be advantageous in certain situations:

Communication overhead is eliminated, saving time when team coordination is difficult.

Individuals with strong modeling skills who value fair division of labor can avoid the frustration of unreliable teammates.

Those with average abilities who simply wish to participate without burdening or being burdened by others can control their own pace and focus on personal growth.

When no suitable teammates are available, solo entry becomes a necessary, albeit unpreferred, option.

3 Preparation for Solo Participation

Students aiming for high awards while competing alone should prepare both before and during the contest.

3.1 Before the Competition

As a solo competitor, you must be familiar with the entire modeling workflow and possess basic skills in modeling, programming, and writing. With limited time, focus on broad competence rather than deep specialization, developing a “wide‑but‑shallow” skill set.

Key abilities to improve before the contest:

Modeling ability: understand evaluation, optimization, prediction, and dynamic models, and master fundamental sub‑models.

Programming ability: be proficient in at least one programming language and its implementation of the aforementioned models.

Writing ability: be comfortable with word‑processing tools (Word or LaTeX), know the required sections of a modeling paper, and ideally be able to draft a short modeling report independently.

These competencies cannot be acquired instantly; adequate pre‑contest preparation is essential.

3.2 During the Competition

Without teammates for supervision or encouragement, solo participants must manage their mindset and adhere to the following principles:

Maintain a responsible attitude throughout; the difficulty of solo work cannot be used as an excuse to quit.

Prioritize completeness before refinement. Deliver an initial solution quickly, then iteratively improve problematic sections, using strategies such as detours, temporary abandonment, or alternative approaches.

Give equal importance to writing; continuously document the solution to avoid endless problem‑solving without a finished paper.

Plan realistic schedules and maintain a reasonable routine. Even if the actual workflow deviates from the plan, having a schedule provides a strategic advantage.