The multi-basis graph encoding method is a novel quantum encoding ... activation functions enables HOLO's optimization method to better address non-convex optimization problems. Traditional ...

MicroAlgo Inc. announced its research on the Quantum Information Recursive Optimization (QIRO ... Additionally, in graph theory-related problems—such as finding large independent sets—the ...

Abstract: This paper presents a prediction-correction proximal method (PCPM) for the general non-smooth convex optimization problem with linear equality and inequality constraints. The proposed ...

High-entropy alloys (HEAs) offer tunable compositions and surface structures, presenting significant potential for creating novel active sites to enhance CO2 reduction (CO2RR) catalysis, a key process ...

Coverage Path Planning for Thermal Interface Materials” was published by researchers at Karlsruhe Institute of Technology ...

The first paper targeted stochastic optimization problems, which are effective for modeling decision-making in systems with a degree of uncertainty. For example, which energy resources should a ...

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one ...