It is well known that subcooling can improve the efficiency of refrigeration plants. This paper proposes a new cycle. An auxiliary circuit is added to the common single-compression refrigeration cycle. A part of the refrigerant evaporates and so supercools liquid freon. The coefficient of...

We suggest a simple practical method to combine the human and artificial intelligence to both learn best investment practices of fund managers, and provide recommendations to improve them. Our approach is based on a combination of Inverse Reinforcement Learning (IRL) and RL. First, the IRL...