A new prediction strategy for dynamic multi-objective optimization using Gaussian Mixture Model

Solving Fuzzy Job-Shop Scheduling Problem Using DE Algorithm Improved by a Selection Mechanism

(2020) Da Gao et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

A reinforcement learning approach for dynamic multi-objective optimization

(2020) Fei Zou et al.   INFORMATION SCIENCES

A particle swarm optimization algorithm for mixed-variable optimization problems

(2020) Feng Wang et al.   Swarm and Evolutionary Computation

An adaptive weight vector guided evolutionary algorithm for preference-based multi-objective optimization

(2019) Feng Wang et al.   Swarm and Evolutionary Computation

Novel Prediction Strategies for Dynamic Multiobjective Optimization

(2019) Qingyang Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Multimodel Prediction Method for Dynamic Multiobjective Evolutionary Optimization

(2019) Miao Rong et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Evolutionary Dynamic Multiobjective Optimization Assisted by a Support Vector Regression Predictor

(2019) Leilei Cao et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Dynamic Multiobjectives Optimization With a Changing Number of Objectives

(2018) Renzhi Chen et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A hybrid particle swarm optimization algorithm using adaptive learning strategy

(2018) Feng Wang et al.   INFORMATION SCIENCES

Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems

(2018) Miao Rong et al.   IEEE Transactions on Cybernetics

External archive matching strategy for MOEA/D

(2018) Feng Wang et al.   SOFT COMPUTING

Transfer Learning based Dynamic Multiobjective Optimization Algorithms

(2017) Min JIANG et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Steady-State and Generational Evolutionary Algorithm for Dynamic Multiobjective Optimization

(2017) Shouyong Jiang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Evolutionary Dynamic Multiobjective Optimization: Benchmarks and Algorithm Comparisons

(2017) Shouyong Jiang et al.   IEEE Transactions on Cybernetics

Improving Metaheuristic Algorithms With Information Feedback Models

(2017) Gai-Ge Wang et al.   IEEE Transactions on Cybernetics

Evolutionary Dynamic Multiobjective Optimization Via Kalman Filter Prediction

(2016) Arrchana Muruganantham et al.   IEEE Transactions on Cybernetics

On balancing energy efficiency for network operators and mobile users in dynamic planning

(2015) Muhammad Ismail et al.   IEEE COMMUNICATIONS MAGAZINE

Novel prediction and memory strategies for dynamic multiobjective optimization

(2015) Zhou Peng et al.   SOFT COMPUTING

Chaotic Krill Herd algorithm

(2014) Gai-Ge Wang et al.   INFORMATION SCIENCES

A directed search strategy for evolutionary dynamic multiobjective optimization

(2014) Yan Wu et al.   SOFT COMPUTING

Automatic Design of Scheduling Policies for Dynamic Multi-objective Job Shop Scheduling via Cooperative Coevolution Genetic Programming

(2013) Su Nguyen et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization

(2013) Aimin Zhou et al.   IEEE Transactions on Cybernetics

Optimization in dynamic environments: a survey on problems, methods and measures

(2010) Carlos Cruz et al.   SOFT COMPUTING

RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm

(2008) Qingfu Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Competitive-Cooperative Coevolutionary Paradigm for Dynamic Multiobjective Optimization

(2008) Chi-Keong Goh et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION