TRANSFORM-ANN for online optimization of complex industrial processes: casting process as case study
DOI10.1016/j.ejor.2017.05.026zbMath1380.90178OpenAlexW2614311588MaRDI QIDQ1694351
Venkat Subramanian, Kishalay Mitra, Srinivas Soumitri Miriyala
Publication date: 1 February 2018
Published in: European Journal of Operational Research (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.ejor.2017.05.026
neural networksartificial intelligencemultiple objective programmingonline optimizationsurrogate models
Multi-objective and goal programming (90C29) Learning and adaptive systems in artificial intelligence (68T05) Case-oriented studies in operations research (90B90)
Uses Software
Cites Work
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- Algorithm AS 136: A K-Means Clustering Algorithm
- Exploratory designs for computational experiments
- Influence of ensemble surrogate models and sampling strategy on the solution quality of algorithms for~computationally expensive black-box global optimization problems
- Approximating a finite element model by neural network prediction for facility optimization in groundwater engineering
- Derivative free optimization methods for optimizing stirrer configurations
- Optimization of neural networks: A comparative analysis of the genetic algorithm and simulated annealing
- A comparison of nonlinear optimization methods for supervised learning in multilayer feedforward neural networks
- The impact of special days in call arrivals forecasting: a neural network approach to modelling special days
- European exchange trading funds trading with locally weighted support vector regression
- Regression and Kriging metamodels with their experimental designs in simulation: a review
- On the use of information criteria in analytic hierarchy process
- A taxonomy of global optimization methods based on response surfaces
- Constrained optimization involving expensive function evaluations: A sequential approach
- Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and particle swarm optimization
- Application of SVM and ANN for image retrieval
- On the optimal Halton sequence
- An Akaike information criterion for multiple event mixture cure models
- A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments
- An investigation of model selection criteria for neural network time series forecasting
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