E. Goodman

Most-cited papers

NSGA-Net: neural architecture search using multi-objective genetic algorithm
Zhichao Lu, I. Whalen, Vishnu Naresh Boddeti, Y. Dhebar +3 more
2018Annual Conference on Genetic and Evolutionary Computation564 citations
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Push and Pull Search for Solving Constrained Multi-objective Optimization Problems
Zhun Fan, Wenji Li, Xinye Cai, Hui Li +4 more
2017Swarm and Evolutionary Computation538 citations Open access
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An improved epsilon constraint-handling method in MOEA/D for CMOPs with large infeasible regions
Zhun Fan, Wenji Li, Xinye Cai, Han Huang +5 more
2017Soft Computing - A Fusion of Foundations, Methodologies and Applications413 citations Open access
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Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit
Zhun Fan, Wenji Li, Xinye Cai, Hui Li +4 more
2016Evolutionary Computation306 citations Open access
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Evolutionary Dynamic Multiobjective Optimization Assisted by a Support Vector Regression Predictor
Leilei Cao, Lihong Xu, E. Goodman, Chun-Teng Bao +1 more
2020IEEE Transactions on Evolutionary Computation202 citations Open access
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NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
Zhichao Lu, K. Deb, E. Goodman, W. Banzhaf +1 more
2020European Conference on Computer Vision179 citations Open access
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Neural Architecture Transfer
Zhichao Lu, Gautam Sreekumar, E. Goodman, W. Banzhaf +2 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence175 citations Open access
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MOEA/D with Angle-based Constrained Dominance Principle for Constrained Multi-objective Optimization Problems
Zhun Fan, Yi Fang, Wenji Li, Xinye Cai +2 more
2018Applied Soft Computing153 citations Open access
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Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification
Zhichao Lu, I. Whalen, Y. Dhebar, K. Deb +3 more
2019IEEE Transactions on Evolutionary Computation137 citations Open access
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Generalization of Pareto-Optimality for Many-Objective Evolutionary Optimization
Chenwen Zhu, Lihong Xu, E. Goodman
2016IEEE Transactions on Evolutionary Computation114 citations
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Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms
Hai-Lin Liu, Lei Chen, K. Deb, E. Goodman
2017IEEE Transactions on Evolutionary Computation98 citations Open access
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Automatic Tobacco Plant Detection in UAV Images via Deep Neural Networks
Zhun Fan, Jie-Wei Lu, Mao-Guo Gong, Honghui Xie +1 more
2018IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing93 citations
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NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search
Zhichao Lu, I. Whalen, Vishnu Naresh Boddeti, Y. Dhebar +3 more
2018arXiv.org89 citations
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Decomposition-based evolutionary dynamic multiobjective optimization using a difference model
Leilei Cao, Lihong Xu, E. Goodman, Hui Li
2019Applied Soft Computing88 citations Open access
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A novel non-dominated sorting algorithm for evolutionary multi-objective optimization
Chun-Teng Bao, Lihong Xu, E. Goodman, Leilei Cao
2017Journal of Computer Science84 citations Open access
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A New Many-Objective Evolutionary Algorithm Based on Generalized Pareto Dominance
Shuwei Zhu, Lihong Xu, E. Goodman, Zhichao Lu
2021IEEE Transactions on Cybernetics75 citations Open access
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Integrating a statistical background-foreground extraction algorithm and SVM classifier for pedestrian detection and tracking
Dawei Li, Lihong Xu, E. Goodman, Yuan Xu +1 more
2013Integr. Comput. Aided Eng.59 citations
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A neighbor-based learning particle swarm optimizer with short-term and long-term memory for dynamic optimization problems
Leilei Cao, Lihong Xu, E. Goodman
2018Information Sciences54 citations Open access
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Solving metameric variable-length optimization problems using genetic algorithms
Matt Ryerkerk, R. Averill, K. Deb, E. Goodman
2017Genetic Programming and Evolvable Machines51 citations
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A survey of evolutionary algorithms using metameric representations
Matt Ryerkerk, R. Averill, K. Deb, E. Goodman
2019Genetic Programming and Evolvable Machines49 citations
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Improving the performance of genetic algorithms for land-use allocation problems
Jonas Schwaab, K. Deb, E. Goodman, S. Lautenbach +2 more
2018International Journal of Geographical Information Science47 citations Open access
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A Cooperative Evolutionary Framework Based on an Improved Version of Directed Weight Vectors for Constrained Multiobjective Optimization With Deceptive Constraints
Chao-Da Peng, Hai-Lin Liu, E. Goodman
2020IEEE Transactions on Cybernetics43 citations
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Illumination-Robust Foreground Detection in a Video Surveillance System
Dawei Li, Lihong Xu, E. Goodman
2013IEEE transactions on circuits and systems for video technology (Print)39 citations
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Evolutionary multi-objective automatic clustering enhanced with quality metrics and ensemble strategy
Shuwei Zhu, Lihong Xu, E. Goodman
2020Knowledge-Based Systems37 citations Open access
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Digitization and Visualization of Greenhouse Tomato Plants in Indoor Environments
Dawei Li, Lihong Xu, Chengxiang Tan, E. Goodman +2 more
2015Italian National Conference on Sensors35 citations Open access
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Reducing the loss of agricultural productivity due to compact urban development in municipalities of Switzerland
Jonas Schwaab, K. Deb, E. Goodman, S. Lautenbach +2 more
2017Computers, Environment and Urban Systems33 citations Open access
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Greenhouse climate fuzzy adaptive control considering energy saving
Yuan-Ping Su, Lihong Xu, E. Goodman
2017International Journal of Control, Automation and Systems33 citations
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Enhanced Innovized Progress Operator for Evolutionary Multi- and Many-Objective Optimization
Sukrit Mittal, D. Saxena, K. Deb, E. Goodman
2022IEEE Transactions on Evolutionary Computation30 citations
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Multi-layer hierarchical optimisation of greenhouse climate setpoints for energy conservation and improvement of crop yield
Yuan-Ping Su, Lihong Xu, E. Goodman
202130 citations Open access
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NSGA-II-based nonlinear PID controller tuning of greenhouse climate for reducing costs and improving performances
Hai-Gen Hu, Lihong Xu, E. Goodman, Song-Wei Zeng
2014Neural computing & applications (Print)30 citations
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A Learning-based Innovized Progress Operator for Faster Convergence in Evolutionary Multi-objective Optimization
Sukrit Mittal, D. Saxena, K. Deb, E. Goodman
2021ACM Transactions on Evolutionary Learning and Optimization29 citations
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Hierarchical Topology-Based Cluster Representation for Scalable Evolutionary Multiobjective Clustering
Shuwei Zhu, Lihong Xu, E. Goodman
2021IEEE Transactions on Cybernetics29 citations Open access
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Hybrid Surrogate-Based Constrained Optimization With a New Constraint-Handling Method
Yuan-Ping Su, Li-Hong Xu, E. Goodman
2020IEEE Transactions on Cybernetics25 citations Open access
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Automated Strabismus Detection for Telemedicine Applications
Jie-Wei Lu, Zhun Fan, Ce Zheng, Jingan Feng +3 more
201823 citations
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Adaptive walking control of biped robots using online trajectory generation method based on neural oscillators
Cheng-Ju Liu, Dan-Wei Wang, E. Goodman, Qijun Chen
201622 citations
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Handling multi-objective optimization problems with unbalanced constraints and their effects on evolutionary algorithm performance
Chao-Da Peng, Hai-Lin Liu, E. Goodman
2020Swarm and Evolutionary Computation21 citations
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The Path to DevOps
E. Goodman
2018IEEE Software21 citations
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A new dominance-relation metric balancing convergence and diversity in multi- and many-objective optimization
Chun-Teng Bao, Lihong Xu, E. Goodman
2019Expert systems with applications20 citations Open access
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A collaboration-based particle swarm optimizer with history-guided estimation for optimization in dynamic environments
Leilei Cao, Lihong Xu, E. Goodman
2019Expert systems with applications18 citations Open access
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Using multi-objective optimization to secure fertile soils across municipalities
Jonas Schwaab, K. Deb, E. Goodman, Sander Kool +4 more
2018Applied Geography18 citations Open access
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Hyperplane-Approximation-Based Method for Many-Objective Optimization Problems with Redundant Objectives
Yifan Li, Hai-Lin Liu, E. Goodman
2019Evolutionary Computation17 citations
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Nearly dynamic programming NN‐approximation–based optimal control for greenhouse climate: A simulation study
Yuan-Ping Su, Lihong Xu, E. Goodman
201817 citations Open access
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Genetic Algorithms for Classification and Feature Extraction
Hari V Prasath, V. Rajagopalan, M. Pei, E. Goodman +2 more
201617 citations
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An adaptive memetic framework for multi-objective combinatorial optimization problems: studies on software next release and travelling salesman problems
Xinye Cai, Xin Cheng, Zhun Fan, E. Goodman +1 more
2017Soft Computing - A Fusion of Foundations, Methodologies and Applications16 citations
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A Large-scale Bi-objective Optimization of Solid Rocket Motors Using Innovization
Abhiroop Ghosh, E. Goodman, K. Deb, R. Averill +1 more
2020IEEE Congress on Evolutionary Computation15 citations
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A Guiding Evolutionary Algorithm with Greedy Strategy for Global Optimization Problems
Leilei Cao, Lihong Xu, E. Goodman
2016Computational Intelligence and Neuroscience15 citations Open access
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A general framework for enhancing relaxed Pareto dominance methods in evolutionary many-objective optimization
Shuwei Zhu, Lihong Xu, E. Goodman, K. Deb +1 more
2022Natural Computing14 citations
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Time and Individual Duration in Genetic Programming
Francisco Fernández de Vega, Gustavo Olague, Daniel Lanza, F. Chavez de la O +4 more
2020IEEE Access14 citations Open access
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A First-Order Difference Model-Based Evolutionary Dynamic Multiobjective Optimization
Leilei Cao, Lihong Xu, E. Goodman, Hui Li
2017Asia-Pacific Conference on Simulated Evolution and Learning14 citations
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Triple Bottomline Many‐Objective‐Based Decision Making for a Land Use Management Problem
O. Chikumbo, E. Goodman, K. Deb
201514 citations
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