Artiicial Intelligence: a Computational Perspective

Although the computational perspective on cognitive tasks has always played a major role in Artiicial Intelligence, the interest in the precise determination of the computational costs that are required for solving typical AI problems has grown only recently. In this paper, we will describe what insights a computational complexity analysis can provide and what methods are available to deal with the complexity problem.