Keyword

multi-objective genetic programming

Description: An evolutionary computation method that evolves computer programs or symbolic models while optimizing multiple objectives, such as accuracy and interpretability.

Primary topic: Evolutionary Algorithms and Applications (56%)

OpenAlex ID: keywords/multi-objective-genetic-programming

A Field Guide to Genetic Programming

2008 · Riccardo Poli, William B. Langdon, et al. · 1,705

Feature Learning for Image Classification Via Multiobjective Genetic Programming

2014 · Ling Shao, Li Liu, et al. · IEEE Transactions on Neural Networks and Learning Systems · 324

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

2013 · Su Nguyen, Mengjie Zhang, et al. · IEEE Transactions on Evolutionary Computation · 272

Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data

2013 · Urvesh Bhowan, Mark Johnston, et al. · IEEE Transactions on Evolutionary Computation · 259

ARJA: Automated Repair of Java Programs via Multi-Objective Genetic Programming

2018 · Yuan Yuan, Wolfgang Banzhaf · IEEE Transactions on Software Engineering · 225

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Multiobjective genetic programming: reducing bloat using SPEA2

2002 · S. Bleuler, M. Brack, et al. · Congress on Evolutionary Computation · 221

A Multiobjective Genetic Programming-Based Ensemble for Simultaneous Feature Selection and Classification

2015 · Kaustuv Nag, Nikhil R. Pal · IEEE Transactions on Cybernetics · 193

A multi-objective genetic programming approach to developing Pareto optimal decision trees

2006 · Huimin Zhao · Decision Support Systems · 149

Evaluation of Climatic-Change Impacts on Multiobjective Reservoir Operation with Multiobjective Genetic Programming

2015 · Parisa-Sadat Ashofteh, Omid Bozorg Haddad, et al. · Journal of Water Resources Planning and Management · 124

Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data

2014 · Urvesh Bhowan, Mark Johnston, et al. · IEEE Transactions on Evolutionary Computation · 111

Identifying the Structure of NonLinear Dynamic Systems Using Multiobjective Genetic Programming

2004 · K. Rodriguez-Vazquez, C.M. Fonseca, et al. · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 108

Genetic programming for experimental big data mining: A case study on concrete creep formulation

2016 · Amir H. Gandomi, Siavash Sajedi, et al. · Automation in Construction · 106

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

2013 · Su Nguyen, Mengjie Zhang, et al. · Studies in computational intelligence · 85

Automatic design of scheduling rules for complex manufacturing systems by multi-objective simulation-based optimization

2016 · Michael Freitag, Torsten Hildebrandt · CIRP Annals · 78

A decomposition-based multi-objective genetic programming hyper-heuristic approach for the multi-skill resource constrained project scheduling problem

2021 · Lei Zhu, Jian Lin, et al. · Knowledge-Based Systems · 74

Surrogate-Assisted Automatic Evolving of Dispatching Rules for Multi-Objective Dynamic Job Shop Scheduling Using Genetic Programming

2022 · Yannik Zeiträg, José Rui Figueira, et al. · Expert Systems with Applications · 73

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Evolving optimal feature extraction using multi-objective genetic programming

2005 · Yang Zhang, Peter I. Rockett · Genetic and Evolutionary Computation Conference (GECCO) · 67

Multi-objective code-smells detection using good and bad design examples

2016 · Usman Mansoor, Marouane Kessentini, et al. · Software Quality Journal · 62

Multi-objective Techniques in Genetic Programming for Evolving Classifiers

2005 · D. Parrott, Xiaodong Li, et al. · IEEE Congress on Evolutionary Computation (CEC) · 60

Multi-objective genetic programming for feature extraction and data visualization

2015 · Alberto Cano, Sebastián Ventura, et al. · Soft Computing · 57

What's inside the black-box?

2019 · Benjamin P. Evans, Bing Xue, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 53

Detecting Android Smells Using Multi-Objective Genetic Programming

2017 · Marouane Kessentini, Ali Ouni · IEEE/ACM International Conference on Mobile Software Engineering and Systems (MOBILESoft) · 52

Multiobjective genetic programming for maximizing ROC performance

2013 · Pu Wang, Ke Tang, et al. · Neurocomputing · 51

Building energy consumption forecast using multi-objective genetic programming

2018 · Amirhessam Tahmassebi, Amir H. Gandomi · Measurement · 50

Predicting continuous integration build failures using evolutionary search

2020 · Islem Saidani, Ali Ouni, et al. · Information and Software Technology · 49

Works count: 409

Citation count: 7,947