problems

Comprehensive reference for benchmark optimization problems in pymoo.

Skills
Scientific
0

What it does and how to use it

A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.

Install the skill (command above).
In Claude Code, describe what you need - the skill turns on by itself when the context fits.
No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/problems && curl -fsSL https://doutorai.pt/data/lib/skills__problems.md -o .claude/skills/problems/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# Pymoo Test Problems Reference

Comprehensive reference for benchmark optimization problems in pymoo.

## Single-Objective Test Problems

### Ackley Function
**Characteristics:**
- Highly multimodal
- Many local optima
- Tests algorithm's ability to escape local minima
- Continuous variables

### Griewank Function
**Characteristics:**
- Multimodal with regularly distributed local minima
- Product term introduces interdependencies between variables
- Global minimum at origin

### Rastrigin Function
**Characteristics:**
- Highly multimodal with regularly spaced local minima
- Challenging for gr

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