The study introduces an AI-driven approach to concrete mix design, optimizing for strength and sustainability while reducing ...

quasi-Newton or conjugate gradient algorithms may be more efficient. Newton-Raphson Optimization with Line Search (NEWRAP) The NEWRAP technique uses the gradient and the Hessian matrix ; thus, it ...

The objective function ... perfection in optimization is only as justified as the OF calculation is complete and true. The user needs to choose the optimizer, and the application characteristics ...