A novel systematic and evolved approach based on XGBoost-firefly algorithm to predict Young’s modulus and unconfined compressive strength of rock
Jing Cao, Juncheng Gao, Hima Nikafshan Rad, Ahmed Salih Mohammed, Mahdi Hasanipanah, Jian Zhou
Topics & Concepts
Firefly algorithmSupport vector machineCompressive strengthMean squared errorAlgorithmCoefficient of determinationMathematicsMean absolute percentage errorFirefly protocolMachine learningArtificial intelligenceComputer scienceStatisticsParticle swarm optimizationMaterials scienceZoologyBiologyComposite materialRock Mechanics and ModelingTunneling and Rock MechanicsDrilling and Well Engineering