Researchers Are Using A.I. to Decode the Human Genome

AlphaGenome is a leap forward in the ability to study the human blueprint. But the fine workings of our DNA are still largely ...
IEEE

Searching in Symmetric Solution Space for Permutation-Related Optimization Problems

Abstract: Symmetry is a widespread phenomenon in nature. Recognizing symmetry can minimize redundancy to improve computing efficiency. In this paper, we take permutation-related combinatorial ...
IEEE

Evolutionary Strategies with Dual Graph Reinforcement Learning for Flexible Job Shop Scheduling Problem

Abstract: The flexible job shop scheduling problem (FJSP) is a strongly NP-hard combinatorial optimization problem (COP) in the manufacturing field. Traditional methods typically rely on heuristic or ...