Dr. Hearn give an overview of his program – Optimization and Discrete Mathematics at the AFOSR (Air Force) Spring Review 2012. – Describes the value of the travelling salesman problem and how they can ...
Abstract: Particle swarm optimization (PSO) is predominately used to find solutions for continuous optimization problems. As the operators of PSO are originally designed in an n-dimensional continuous ...
Note that the higher the dimensionality (parameters number) of the optimization problem, the harder it is, and the slower the optimization process is. A family of problem-independent, gradient-free, ...
Abstract: Decades of progress in simulation-based surrogate assisted optimization and unprecedented growth in computational power have enabled researchers and practitioners to optimize previously ...
The targets of this research are problem-solving mathematical models that can solve mathematically vague problems in the real world by formulating them as mathematical problems. Such mathematical ...
OptiMods provides data-driven APIs for specific optimization problems. “Many people have real-life business problems that can be solved with mathematical optimization, and they don’t even realize it.
Methods for NP-hard discrete optimization problems, including general methods like branch-and-bound and cutting planes, as well as special purpose branch-and-cut methods. Students will be able to ...
A. P. Punnen, Discrete Mathematics and Graph Theory, (under preparation, Draft version available, 2024) A. P. Punnen, Introduction to Linear Algebra, (under ...