This Reprint of a special issue of the journal Algorithms presents recent articles submitted in 2024 or 2025 by the Editorial Board members of the journal. The subjects addressed in the 15 research papers cover a broad spectrum in the area of the development of algorithms, e.g., papers dealing with simulation aspects, graph coloring, scheduling, deep learning, data analysis, and knapsack or minimum spanning tree problems.