How to Succeed as a Solo Competitor in Math Modeling Contests

1 Solo Participation

In the context where most math modeling teams consist of multiple members, competing alone can be extremely stressful. A well‑coordinated four‑person team can divide tasks—modeling, programming, writing—and have an organizer to coordinate, generally achieving higher efficiency and better results than a solo effort.

However, not all teams achieve such harmony; many experience uneven workload distribution and “free‑riding.” When some members contribute more while others share the final honor, it can feel unfair and cause conflict. Some participants do not mind teammates “free‑riding,” and a single “carry” can reduce multi‑person collaboration to solo work.

2 Advantages of Solo Participation

While the disadvantages focus on limited manpower, there are situations where going solo is a good choice, such as:

High communication cost: internal conflicts or technical coordination difficulties can consume time, whereas solo participation saves that time.

Strong individual modeling ability and desire for fair division of labor: if teammates are irresponsible or sluggish, solo work reduces psychological burden.

Average ability, desire to participate without burdening or being burdened by teammates: solo work allows personal pace and a focus on participation rather than awards.

Inability to form a team due to lack of willing partners: this is more a necessity than an advantage.

3 Preparation for Solo Participation

Students aiming for high awards while competing alone need to prepare before and during the contest.

3.1 Before the Contest

Since you will handle all aspects—modeling, programming, writing—you must be familiar with the entire process and develop a broad skill set. With limited time, focus on a comprehensive understanding rather than deep specialization.

Key abilities to improve:

Modeling skills: understand evaluation, optimization, prediction, and dynamic models, and master basic sub‑models.

Programming skills: be proficient in a programming language and its implementation of the above models.

Writing skills: be comfortable with word processors or LaTeX, know the required sections of a modeling paper, and ideally be able to write a short paper independently.

These abilities cannot be significantly enhanced in a short period, so thorough pre‑contest preparation is essential.

3.2 During the Contest

Without supervision or teammates, you must build psychological resilience and keep these points in mind:

Maintain a responsible attitude throughout; the difficulty of solo participation cannot be an excuse to give up.

Complete a draft solution early, then refine specific parts; problem solving is not unique, and you may bypass difficult sections by detouring, temporarily abandoning, or changing the approach.

Prioritize writing: continuously organize the solution into the paper, as endless problem solving can exceed the contest deadline.

Plan and manage time wisely; having a schedule, even if not strictly followed, provides an execution advantage.