Graph algorithms is a subfield of computer science and applied mathematics dedicated to the design, analysis, and implementation of algorithms that operate on data structures representing relationships or networks, known as graphs. It investigates computational problems defined on these structures, such as determining connectivity, finding optimal paths, analyzing flow, and partitioning nodes, with a focus on efficiency and correctness. This research area is crucial for modeling and solving complex problems across a wide range of scientific, engineering, and social domains.