Study Guide

Route Optimizer teacher and learner guide

Use this guide to frame the tool with a clear question, expected observations, and model-limits discussion rather than treating it as a standalone demo.

Open application Curriculum alignment

Teaching Focus

Teacher notes

Position the tool as evolutionary computation rather than direct biology content.
Use it to connect variation, selection, and optimization language.
Focus on why heuristic search matters when the space is too large to brute-force.

Learner tasks

Generate a route set and compare early versus later generations.
Change population or selection settings and note the effect on best distance.
Explain why a good search strategy matters in a large solution space.

Core Question

How do iterative search and improvement strategies help find better routes without checking every possibility?

Scientific Virtues

Habits to practice

State clearly what the model demonstrates and what it does not claim about real biological systems.
Use repeated runs and comparisons as evidence instead of relying on a single striking outcome.
Treat model limitations as part of the explanation, not as an afterthought.

Continue the thread

Use the Scientific Virtues page to connect model use with evidence, skepticism, and revision.