For any problem with dimension = 2, you'll get a contour plot with the last generation swarm in blue and the best particle in red. For this to work the F_contour_soultion.txt files should be in the ...

Abstract: Optimizing Python code is essential for enhancing performance and efficiency. This project investigates the use of large pre-trained language models, specifically GPT (Generative Pre-trained ...

TensorOpt is a framework-agnostic tensor-based optimization system designed for complex engineering applications. It provides an intuitive interface for defining multi-dimensional optimization ...

Abstract: A Python optimization method is proposed to ad-dress the slow and inefficient encryption speed of third-party libraries (gmssl and pysmx) commonly used in Python to im-plement national ...