Research Topic

กท Simulation and optimization approach:
Ordinal Optimization,
Evolution Algorithm (Genetic Algorithm, Evolution Strategy),  Memetic Algorithm, Heuristic Algorithm (Simulated Annealing, Tabu Search),
Swarm Intelligence (Ant Colony Optimization, Particle Swarm Optimization, Artificial Bee Colony, Bacteria Foraging Optimization, Artificial Fish Swarm Optimization, Social Spider Optimization, Fruit Fly Optimization, Bat algorithm, Firefly algorithm, Crow search algorithm, Flower pollination algorithm, Elephant search algorithm, Tree-seed algorithm),  Harmony search, Teaching-Learning-Based Optimization,
Artificial immune system
กท Application of global optimization technique:
Wafer probe testing, Grid computing, Polling system, Stochastic job shop scheduling, Dynamic channel assignment of mobile communication, Hotel booking revenue management, Assemble to order system, Stochastic economic lot scheduling, Flow line, Network-flow production line, Facility-sizing, Pull-type production system
กท Machine learning approach:
Decision tree, Fuzzy set, Artificial neural network (ANN), Support vector regression (SVR), Radial basis function (RBF), Extreme learning machine (ELM),
Multivariate adaptive regression splines (MARS), Regularized minimal-energy tensor-product splines (RMTS)
กท Application of machine learning :
Fault detection of ion implanter,
Partial Discharge, Prophylaxis of adult chronic illness
กท Intelligent system and Expert system
กท Embedded system,  Radio Frequency Identification, Internet of Things
กท Magnetic Resonance Imaging, Power Systems