layout-optimization

Collection of Aesthetics Assessment Papers for Graphic Designs.

Repository moved to codeberg.org, see below.

factory layout optimization using Genetic Algorithm for maximizing production efficiency and minimizing material flow distance

Layout Optimization for Wireless Sensor Networks Using Honey Bee Colony Optimization

Code for the paper "Scale-aware Black-and-White Abstraction of 3D Shapes" in SIGGRAPH 2018.

Neural-network-assisted rectangular layout solver for architectural space planning from program and relationship-matrix data.

[ESWA 2022] A bi-population clan-based genetic algorithm for heat pipe-constrained component layout optimization.

CPS 기반 공장 레이아웃 설계 및 최적화 프로젝트

A mini-app for generating custom Guess Who?-style game boards from a folder of images with automatic layout optimization and card generation.

🗜️Compressing Parquet files using functions (TRL @NeurIPS'24, EDBT Best Demo'25)

Advance ML pipeline automating creative validation, correction, and rendering for retail marketing campaigns 🚀 Includes OCR, packshot extraction, YOLOv8 detection, contrast checks, safe-zone rules, and an intelligent auto-fix engine. Outputs high-quality, compliant designs across multiple formats through a FastAPI-powered backend.

Modern responsive AI chatbot interface with sidebar navigation and optimized conversation layout.

Final project for the course "Optimization for AI" in university of Trieste

Warehouse layout optimization using hybrid NSGA-II and Beam Search, with baselines, grid-mask editing, rendering, Pareto plotting, and optional operational-layer diagnostics.

Blender-free indoor layout benchmark with a static validator, procedural room sampler, and RL/search baselines.

Code and data for the CCE 2026 wind-farm layout and cable-routing optimization paper