Using following heroes operation in multi-objective differential evolution for fast convergence

Differential evolution using improved crowding distance for multimodal multiobjective optimization

(2021) Caitong Yue et al.   Swarm and Evolutionary Computation

A distance correlation-based Kriging modeling method for high-dimensional problems

(2020) Chongbo Fu et al.   KNOWLEDGE-BASED SYSTEMS

Surrogate-assisted teaching-learning-based optimization for high-dimensional and computationally expensive problems

(2020) Huachao Dong et al.   APPLIED SOFT COMPUTING

Surrogate-guided differential evolution algorithm for high dimensional expensive problems

(2019) Xiwen Cai et al.   Swarm and Evolutionary Computation

Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection

(2015) Taimoor Akhtar et al.   JOURNAL OF GLOBAL OPTIMIZATION

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

(2013) Kalyanmoy Deb et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Multiobjective evolutionary algorithms: A survey of the state of the art

(2011) Aimin Zhou et al.   Swarm and Evolutionary Computation

Differential Evolution: A Survey of the State-of-the-Art

(2010) Swagatam Das et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A study on the use of non-parametric tests for analyzing the evolutionary algorithms’ behaviour: a case study on the CEC’2005 Special Session on Real Parameter Optimization

(2008) Salvador García et al.   JOURNAL OF HEURISTICS