Tech Xplore

Spintronic hardware unlocks faster, lower-energy optimization, outpacing tested quantum annealers

Solving complex optimization problems is central to many modern technologies, from logistics and financial modeling to chip ...

Black-box optimization weather intervention method supports future disaster mitigation

In recent years, the frequency of weather-related natural disasters—cyclones, torrential rains, floods—has increased as a consequence of global warming. These disasters cause billions of dollars in ...
IEEE

Solving Multiobjective Combinatorial Optimization via Learning to Improve Method

Abstract: Recently, neural combinatorial optimization (NCO) methods have been prevailing for solving multiobjective combinatorial optimization problems (MOCOPs). Most NCO methods are based on the ...
IEEE

Optimization of Multi-Platform Dynamic Weapon-Target Assignment Based on Multi-Agent Reinforcement Learning

Abstract: This paper focuses on the “Weapon Platform-Weapon-Target Assignment” (W-WTA) Problem, aiming to minimize the expected threat values of incoming targets during combat while considering the ...