Addressing the importance of the algorithm design process, Deterministic Operations Research focuses on the design of solution methods for both continuous and discrete linear optimization problems.

Lei-Hong Zhang, Wei Hong Yang, Li-Zhi Liao, ON AN EFFICIENT IMPLEMENTATION OF THE FACE ALGORITHM FOR LINEAR PROGRAMMING, Journal of Computational Mathematics, Vol. 31, No. 4 (July 2013), pp. 335-354 ...

Four classes of methods will be covered: Spatial discretization using meshes, particle methods, ray-tracing, and linear solvers. Each of these types of methods have different requirements and lead to ...

The numerical success of the alternating direction method of multipliers (ADMM) inspires much attention in analyzing its theoretical convergence rate. While there are several results on the iterative ...

Formulate linear and integer programming problems for solving commonly encountered optimization problems. Understand how approximation algorithms compute solutions that are guaranteed to be within ...

Mixed-Integer Nonlinear Programming (MINLP): An optimisation method involving both continuous and discrete variables subject to nonlinear constraints, commonly employed in the planning and ...