Improving the performance of LSSVM model in predicting the safety factor for circular failure slope through optimization algorithms
Zeng Fan, Menad Nait Amar, Ahmed Salih Mohammed, Mohammad Reza Motahari, Mahdi Hasanipanah
Topics & Concepts
Support vector machineSafety factorMean squared errorAlgorithmFactor of safetyLeast squares support vector machineMathematicsApproximation errorLeast-squares function approximationGravitational search algorithmOptimization algorithmComputer scienceMathematical optimizationGeotechnical engineeringEngineeringStatisticsMachine learningParticle swarm optimizationEstimatorRock Mechanics and ModelingLandslides and related hazardsGeotechnical Engineering and Analysis