Su Nguyen

Best Publications

• Automated Design of Production Scheduling Heuristics: A Review

  Jurgen Branke;Su Nguyen;Christoph W. Pickardt;Mengjie Zhang

  446
  Citations

• Optimizing rooftop photovoltaic distributed generation with battery storage for peer-to-peer energy trading

  Su Nguyen;Wei Peng;Peter Sokolowski;Damminda Alahakoon

  300
  Citations

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

  Su Nguyen;Mengjie Zhang;Mark Johnston;Kay Chen Tan

  276
  Citations

• Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management

  Dinithi Nallaperuma;Rashmika Nawaratne;Tharindu Bandaragoda;Achini Adikari

  276
  Citations

• Genetic programming for production scheduling: a survey with a unified framework

  Su Nguyen;Yi Mei;Mengjie Zhang

  273
  Citations

• A Computational Study of Representations in Genetic Programming to Evolve Dispatching Rules for the Job Shop Scheduling Problem

  Su Nguyen;Mengjie Zhang;Mark Johnston;Kay Chen Tan

  239
  Citations

• Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling

  Fangfang Zhang;Yi Mei;Su Nguyen;Mengjie Zhang

  222
  Citations

• Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling

  Fangfang Zhang;Yi Mei;Su Nguyen;Mengjie Zhang

  200
  Citations

• Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling

  Su Nguyen;Mengjie Zhang;Mark Johnston;Kay Chen Tan

  140
  Citations

• Surrogate-Assisted Genetic Programming With Simplified Models for Automated Design of Dispatching Rules

  Su Nguyen;Mengjie Zhang;Kay Chen Tan

  138
  Citations

• Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling

  Unknown

  122
  Citations

• An Efficient Feature Selection Algorithm for Evolving Job Shop Scheduling Rules With Genetic Programming

  Yi Mei;Su Nguyen;Bing Xue;Mengjie Zhang

  105
  Citations

• Multitask Genetic Programming-Based Generative Hyperheuristics: A Case Study in Dynamic Scheduling.

  Fangfang Zhang;Yi Mei;Su Nguyen;Kay Chen Tan

  101
  Citations

• Multitask Multiobjective Genetic Programming for Automated Scheduling Heuristic Learning in Dynamic Flexible Job-Shop Scheduling

  Unknown

  99
  Citations

• An investigation of ensemble combination schemes for genetic programming based hyper-heuristic approaches to dynamic job shop scheduling

  John Park;Yi Mei;Su Nguyen;Su Nguyen;Gang Chen

  98
  Citations

• Collaborative Multifidelity-Based Surrogate Models for Genetic Programming in Dynamic Flexible Job Shop Scheduling.

  Fangfang Zhang;Yi Mei;Su Nguyen;Mengjie Zhang

  94
  Citations

• Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling

  Fangfang Zhang;Yi Mei;Su Nguyen;Mengjie Zhang

  81
  Citations

• Learning iterative dispatching rules for job shop scheduling with genetic programming

  Su Nguyen;Mengjie Zhang;Mark Johnston;Kay Chen Tan

  78
  Citations

• A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules.

  Su Nguyen;Yi Mei;Bing Xue;Mengjie Zhang

  75
  Citations

• Dynamic Multi-objective Job Shop Scheduling: A Genetic Programming Approach

  Su Nguyen;Mengjie Zhang;Mark Johnston;Kay Chen Tan

  60
  Citations