The Precedence Diagram Method (PDM) is widely used for modeling large and complex construction projects characterized by non-linear execution logic, overlapping activities, and multiple precedence ...

Learn the Adagrad optimization algorithm, how it works, and how to implement it from scratch in Python for machine learning models. #Adagrad #Optimization #Python Why presidents stumble in this most ...

This repository implements a genetic algorithm (GA) in Python3 programming language, using only Numpy and Joblib as additional libraries. It provides a basic StandardGA model as well as a more ...

apps/ ├── account/ # User authentication and profiles └── schedule/ # Timetable scheduling └── services/ # AI algorithms (genetic algorithm engine) ├── genetic_algorithm.py # Core AI engine └── ...

Abstract: With the development of the manufacturing industry towards high quality and customized production, the flexible job shop scheduling problem has become an important issue for optimizing ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. The accurate treatment of many-unpaired-electron systems remains a central challenge ...

Abstract: This paper proposes a hybrid algorithm based on genetic algorithm combined with improved Aquila Optimizer (IAO-GA) to solve the flexible job shop scheduling problem (F JSP). This paper ...