How to Evaluate Solutions in Pareto-based Search-Based Software
Engineering? A Critical Review and Methodological Guidance

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How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance

20 February 2020

Tao Chen

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Papers citing "How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance"

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Title
A Weight Adaptation Trigger Mechanism in Decomposition-based Evolutionary Multi-Objective Optimisation Xiaofeng Han Xiaochen Chu Tao Chao Ming Yang Miqing Li 78 0 0 23 Feb 2025
Can Search-Based Testing with Pareto Optimization Effectively Cover Failure-Revealing Test Inputs? Lev Sorokin Damir Safin Shiva Nejati 51 3 0 15 Oct 2024
Dividable Configuration Performance Learning Jingzhi Gong Tao Chen Rami Bahsoon 69 2 0 11 Sep 2024
Adapting Multi-objectivized Software Configuration Tuning Tao Chen Miqing Li 62 9 0 06 Apr 2024
Deep Configuration Performance Learning: A Systematic Survey and Taxonomy Jingzhi Gong Tao Chen BDL 75 5 0 05 Mar 2024
Multi-Objective Archiving Mingxing Li Manuel López-Ibánez Xin Yao 61 12 0 16 Mar 2023
Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning T. Kanazawa Chetan Gupta 123 0 0 15 Mar 2023
Do Performance Aspirations Matter for Guiding Software Configuration Tuning? Tao Chen Miqing Li 61 24 0 09 Jan 2023
Does Configuration Encoding Matter in Learning Software Performance? An Empirical Study on Encoding Schemes Jing Gong Tao Chen 61 14 0 30 Mar 2022
The Weights can be Harmful: Pareto Search versus Weighted Search in Multi-Objective Search-Based Software Engineering Tao Chen Miqing Li 61 39 0 08 Feb 2022
MMO: Meta Multi-Objectivization for Software Configuration Tuning Pengzhou Chen Tao Chen Miqing Li 78 11 0 14 Dec 2021
Differentially Evolving Memory Ensembles: Pareto Optimization based on Computational Intelligence for Embedded Memories on a System Level F. Last Ceren Yeni Ulf Schlichtmann 42 0 0 20 Sep 2021
Multi-Objective Graph Heuristic Search for Terrestrial Robot Design Jie Xu Andrew Spielberg Allan Zhao Daniela Rus Wojciech Matusik 103 39 0 13 Jul 2021
Multi-Objectivizing Software Configuration Tuning (for a single performance concern) Tao Chen Miqing Li 67 32 0 31 May 2021
Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline Tao Chen Rami Bahsoon Xin Yao 78 13 0 20 Jan 2020