Edelkamp S. Algorithmic Intelligence: Towards an Algorithmic Foundation for Artificial Intelligence

Springer, 2023. — 482 p.In this book the author argues that the basis of what we consider computer intelligence has algorithmic roots, and he presents this with a holistic view, showing examples and explaining approaches that encompass theoretical Computer Science and Machine Learning via engineered algorithmic solutions. Part I of the book introduces the basics. The author starts with a hands-on programming primer for solving combinatorial problems, with an emphasis on recursive solutions. The other chapters in the first part of the book explain shortest paths, sorting, Deep Learning, and Monte Carlo search.