GNDO-SVR: An efficient surrogate modeling approach for reliability-based design optimization of concrete dams

Support vector machine-based importance sampling for rare event estimation

(2021) Chunyan Ling et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

An enhanced binary dragonfly algorithm based on a V-shaped transfer function for optimization of pump scheduling program in water supply systems (case study of Iran)

(2021) Jafar Jafari-Asl et al.   ENGINEERING FAILURE ANALYSIS

An uncertainty-based design optimization strategy with random and interval variables for multidisciplinary engineering systems

(2021) Debiao Meng et al.   Structures

A stochastic process discretization method combing active learning Kriging model for efficient time-variant reliability analysis

(2021) Dequan Zhang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Estimating the compressive strength of rectangular fiber reinforced polymer–confined columns using multilayer perceptron, radial basis function, and support vector regression methods

(2021) Yaser Moodi et al.   JOURNAL OF REINFORCED PLASTICS AND COMPOSITES

A new hybrid multi-level cross-entropy-based moth-flame optimization algorithm

(2021) Naser Safaeian Hamzehkolaei et al.   SOFT COMPUTING

Multi-kernel optimized relevance vector machine for probabilistic prediction of concrete dam displacement

(2020) Siyu Chen et al.   ENGINEERING WITH COMPUTERS

Multi-objective reliability-based optimization for design of trapezoidal labyrinth weirs

(2020) Sima Ohadi et al.   FLOW MEASUREMENT AND INSTRUMENTATION

PSO-LSSVR: A surrogate modeling approach for probabilistic flutter evaluation of compressor blade

(2020) Bo-Wei Wang et al.   Structures

Efficient method using Whale Optimization Algorithm for reliability-based design optimization of labyrinth spillway

(2020) Jafar Jafari-Asl et al.   APPLIED SOFT COMPUTING

Hybrid Learning Algorithm of Radial Basis Function Networks for Reliability Analysis

(2020) Dequan Zhang et al.   IEEE TRANSACTIONS ON RELIABILITY

Model free adaptive support vector regressor controller for nonlinear systems

(2019) Kemal Uçak et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Classification correction of polynomial response surface methods for accurate reliability estimation

(2019) Mohsen Rashki et al.   STRUCTURAL SAFETY

Hybrid control variates-based simulation method for structural reliability analysis of some problems with low failure probability

(2018) Mohsen Rashki   APPLIED MATHEMATICAL MODELLING

Multi-level cross entropy optimizer (MCEO): an evolutionary optimization algorithm for engineering problems

(2017) Farid MiarNaeimi et al.   ENGINEERING WITH COMPUTERS

A flood inundation modelling using v-support vector machine regression model

(2015) Yang Liu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

An improved response surface method for reliability analysis of structures

(2013) Hasan Basri Basaga et al.   STRUCTURAL ENGINEERING AND MECHANICS

Use of support vector regression in structural optimization: Application to vehicle crashworthiness design

(2012) Ping Zhu et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Methodology for estimating the probability of failure by sliding in concrete gravity dams in the context of risk analysis

(2012) Luis Altarejos-García et al.   STRUCTURAL SAFETY

Combining Monte Carlo and finite difference methods for effective simulation of dam behavior

(2011) Mohsen Rohaninejad et al.   ADVANCES IN ENGINEERING SOFTWARE

Support vector regression based modeling of pier scour using field data

(2010) Mahesh Pal et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE