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Simple Tiled Model

Simple Tiled Model uses rules, noise, or constraints to synthesize repeatable generated content.

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Quick Facts

Compact metadata for implementation and discovery.

Category: Procedural Generation
Difficulty: Intermediate
Family: Procedural Generation
Tier: Core
Status: Verified
Review: Source Checked
Sources: 1
Formulas: 0
Relationships: 3
Code example: Ready
Visualization: Ready
Aliases: WFC simple tiled model

Overview

Simple Tiled Model is a procedural generation method that turns seeds, rules, noise, or constraints into repeatable generated content. It is useful when generated content needs repeatability plus controllable variation.

Core Concepts

seeded randomnesslocal ruleconstraint propagationseedrule systemgenerated structure

Quick facts

Complexity

Runtime and memory behavior at a glance.

Best

O(n)

Average

O(n)

Worst

O(n^2)

Space

O(n)

When to Use

Use Simple Tiled Model when its rules can express the desired structure without heavy manual cleanup.
Use it when generated output can be validated for playability, connectivity, or constraints.

When Not to Use

Avoid when the rule set cannot express the needed design constraints.
Avoid when generated output must be hand-authored or exactly reproducible without a seed.

What It Does

Expands rules or random choices into structure
Maintains constraints or local patterns
Returns generated content from repeatable inputs

Use Cases

Game content generation
Terrain creation
Pattern synthesis

Inputs

Seed
Rules or constraints
Generation parameters

Outputs

Generated terrain, layout, pattern, or content

Pseudocode

1.Initialize the seed, rules, and generation state
2.Apply the method's local rule, random choice, or constraint
3.Update generated structure
4.Repeat until completion
5.Return the generated content

Canonical Example

Input: seed = 42, rules = small rule set
Output: generated layout or pattern
Explanation: Simple Tiled Model expands deterministic rules and random choices into generated content.

Implementation Notes

Keep seeds and rule versions in generated artifacts.
Add validation passes for connectivity, bounds, and required content constraints.

Common Pitfalls

Changing rule order can create large output changes from small parameter edits.
Not validating generated content can leave unreachable or unusable regions.

Interactive Mechanism Walkthrough

Spatial Primitive & Sweep-Line Canvas

Show the generated structure growing or resolving from seed values and rules.

Step 1 of 5: Initialize the seed, rules, and generation state

procedural-generation

Notes

Simple Tiled Model operates in O(n) time and O(n) space within the Procedural Generation family. Often compared with Perlin Noise and Wave Function Collapse.