Custom Optimization Algorithm Development
Budget: ₹1,500 – ₹12,500 INR
I need a well-structured optimization algorithm coded from scratch and delivered as clean, well-commented source files. I will provide the objective function, constraints, and a small benchmark suite to validate performance; your job is to translate those requirements into efficient, reproducible code and document the logic so I can maintain it later.
Language is flexible—Python, C++, or Julia all suit my stack—provided the final solution runs speedily on standard hardware and can be called from a simple CLI. Please include:
• Core algorithm implementation with modular design
• A short README explaining setup, usage, and the tuning parameters you expose
• A test script that demonstrates the algorithm converging on at least two sample problems I supply
If you plan to leverage libraries such as NumPy, SciPy, or Eigen, note them up front so dependencies are clear. Well-named variables, crisp function boundaries, and thoughtful comments will be key acceptance criteria.
Language is flexible—Python, C++, or Julia all suit my stack—provided the final solution runs speedily on standard hardware and can be called from a simple CLI. Please include:
• Core algorithm implementation with modular design
• A short README explaining setup, usage, and the tuning parameters you expose
• A test script that demonstrates the algorithm converging on at least two sample problems I supply
If you plan to leverage libraries such as NumPy, SciPy, or Eigen, note them up front so dependencies are clear. Well-named variables, crisp function boundaries, and thoughtful comments will be key acceptance criteria.
Related categories:
C Programming
Python
CUDA
C++ Programming
Software Development
Data Science
Data Analysis
Software Engineering