Rpg Room Optimizer Better -

Based on similar tools (e.g., Fallout Shelter Layout Planner, RimWorld Room Planner, Dwarf Fortress Optimizer):

Most RPG rooms look cool but play poorly.

An optimized room isn’t just nicer—it makes your game better: faster combat, clearer immersion, less fatigue.

Standard optimizers use brute-force for small grids or greedy heuristics. A “better” version might use genetic algorithms or mixed-integer programming. Without seeing actual code, speed on a 20×20 grid with 50 rooms would be key. rpg room optimizer better

RPG-ROB uses Simulated Annealing with Constraint Propagation (SA-CP). Pseudo-code:

Input: list of rooms R, connection graph C, weights w
Output: optimized layout L
L <- random valid placement (greedy, respecting C)
T <- initial_temperature (100.0)
cooling_rate <- 0.97
while T > 0.01:
L' <- mutate(L)   // swap two rooms, move one, resize corridor
if not constraints_satisfied(L', C):
continue
delta = F(L') - F(L)
if delta > 0 or exp(delta / T) > random(0,1):
L <- L'
T <- T * cooling_rate Based on similar tools (e
return L

Mutation operators (probabilistic selection): Most RPG rooms look cool but play poorly

Constraint repair: After mutation, a fast local repair routine resolves overlaps by iteratively pushing apart overlapping rooms (gradient descent on overlap area). If repair fails after 100 iterations, mutation is rejected.

Tactical enrichment pass: After annealing, RPG-ROB runs a secondary hill-climbing pass that specifically optimizes ( f_\texttact ) by adjusting corridor widths and adding small pillars (cover objects) to rooms with extreme aspect ratios.

Five professional RPG level designers blindly rated 50 layouts (10 per method) on a 1–5 scale for: