Choose efficient algorithms and data structures to improve performance and reduce computational overhead. This involves selecting appropriate containers, avoiding unnecessary operations, and leveraging language features for optimization.

Key optimization strategies:

Example of inefficient vs optimized approach:

// Inefficient: separate contains + insert
if (!state->DismissedBadges->contains(badgeId)) {
    state->DismissedBadges->insert(badgeId);
    inserted = true;
}

// Optimized: use insert return value
auto [iter, inserted] = state->DismissedBadges->insert(badgeId);

For mathematical computations, choose appropriate distance metrics - use squared Euclidean distance r*r + g*g + b*b instead of Manhattan distance abs(r) + abs(g) + abs(b) for color comparisons to better represent perceptual differences.