It's too bad that I didn't know there exists a scientific field named Computational Geometry until today. I should have learnt the theory earlier. It covers many practical topics involved in GIS, such as shortest path analysis, map overlay and so on.
From today on, I will read the book Computational Geometry: Algorithms and Applications by M. de Berg, et al. I will keep record of the reading here.
