The U.S. Navy is turning a headline-grabbing experiment into a major bet on artificial intelligence, after software cut a ...

Airlines once flew the same jets for decades, treating each airframe as a long‑lived asset that would reliably earn its keep ...

Class doesn't just affect your bank account, it shapes everything about how you date, from spontaneous plans to what gift-giving actually costs ...

Lead optimization is the process by which a drug candidate is designed after an initial lead compound is identified. The process involves iterative rounds of synthesis and characterisation of a ...

Abstract: For expensive constrained optimization problems (ECOPs), the evaluation of the objective and constraints are both expensive. Due to the low computational cost of the surrogate model and the ...

Abstract: This article investigates the distributed optimization problem for nonlinear multiagent systems (MASs) with full-state time-varying constraints and unknown nonidentical control directions ...

Efficiently solving constrained optimization problems is crucial for numerous real-world applications, yet traditional solvers are often computationally prohibitive for real-time use. Machine learning ...

PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., ...