Lookback-Guess-Next Optimizer: Feedback-Guided Random Search Technique with Biased Mapping for Solving Unconstrained Optimization Problems.
Muhammed Jassem Al-MuhammedPublished in: Comput. J. (2020)
Keyphrases
- random search
- unconstrained optimization problems
- grid search
- test functions
- constrained optimization problems
- simulated annealing
- parameter optimization
- lower level
- cross validation
- bilevel programming
- genetic algorithm
- objective function
- search space
- random forest
- generalization ability
- hyperparameters
- constrained optimization
- optimization algorithm
- evolutionary algorithm
- support vector regression
- higher level
- genetic algorithm ga
- parameter values
- support vector machine
- multi objective
- optimality conditions
- neural network