Miqing Li

Orcid: 0000-0002-8607-9607

According to our database1, Miqing Li authored at least 105 papers between 2008 and 2024.

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Bibliography

2024
Subset Selection for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput., April, 2024

Automated Test Suite Generation for Software Product Lines Based on Quality-Diversity Optimization.
ACM Trans. Softw. Eng. Methodol., February, 2024

2023
Domain Generalization-Based Dynamic Multiobjective Optimization: A Case Study on Disassembly Line Balancing.
IEEE Trans. Evol. Comput., December, 2023

Do Performance Aspirations Matter for Guiding Software Configuration Tuning? An Empirical Investigation under Dual Performance Objectives.
ACM Trans. Softw. Eng. Methodol., May, 2023

Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers.
IEEE Trans. Fuzzy Syst., May, 2023

New Reliability-Driven Bounds for Architecture-Based Multi-Objective Testing Resource Allocation.
IEEE Trans. Software Eng., April, 2023

The Weights Can Be Harmful: Pareto Search versus Weighted Search in Multi-objective Search-based Software Engineering.
ACM Trans. Softw. Eng. Methodol., January, 2023

Domination-Based Selection and Shift-Based Density Estimation for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2023

Robust Audio Copy-Move Forgery Detection Using Constant Q Spectral Sketches and GA-SVM.
IEEE Trans. Dependable Secur. Comput., 2023

Multi-Objective Archiving.
CoRR, 2023

Do Performance Aspirations Matter for Guiding Software Configuration Tuning?
CoRR, 2023

Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Methodology and Guidelines for Evaluating Multi-Objective Search-Based Software Engineering.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023

Non-Elitist Evolutionary Multi-Objective Optimisation: Proof-of-Principle Results.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

MOEAs Are Stuck in a Different Area at a Time.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022
Looking For Novelty in Search-Based Software Product Line Testing.
IEEE Trans. Software Eng., 2022

How to Evaluate Solutions in Pareto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance.
IEEE Trans. Software Eng., 2022

A Kernel-Based Indicator for Multi/Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2022

An effective and efficient evolutionary algorithm for many-objective optimization.
Inf. Sci., 2022

Finding top-K solutions for the decision-maker in multiobjective optimization.
Inf. Sci., 2022

Many-objective optimization meets recommendation systems: A food recommendation scenario.
Neurocomputing, 2022

Sampling configurations from software product lines via probability-aware diversification and SAT solving.
Autom. Softw. Eng., 2022

Multi-agent Dynamic Algorithm Configuration.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Search-based Diverse Sampling from Real-world Software Product Lines.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach.
Proceedings of the Computational Science - ICCS 2022, 2022

2021
Is Our Archiving Reliable? Multiobjective Archiving Methods on "Simple" Artificial Input Sequences.
ACM Trans. Evol. Learn. Optim., 2021

Enhanced Constraint Handling for Reliability-Constrained Multiobjective Testing Resource Allocation.
IEEE Trans. Evol. Comput., 2021

A Grid-Based Inverted Generational Distance for Multi/Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2021

Solving Many-Objective Optimization Problems by a Pareto-Based Evolutionary Algorithm With Preprocessing and a Penalty Mechanism.
IEEE Trans. Cybern., 2021

A decomposition-based multiobjective evolutionary algorithm with weights updated adaptively.
Inf. Sci., 2021

A multi-granularity locally optimal prototype-based approach for classification.
Inf. Sci., 2021

MMO: Meta Multi-Objectivization for Software Configuration Tuning.
CoRR, 2021

Multi-Objectivizing Software Configuration Tuning (for a single performance concern).
CoRR, 2021

Evolutionary Multi-Objective Model Compression for Deep Neural Networks.
IEEE Comput. Intell. Mag., 2021

Multi-objectivizing software configuration tuning.
Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

2020
A Task-Oriented Heuristic for Repairing Infeasible Solutions to Overlapping Coalition Structure Generation.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Many-Objective Test Suite Generation for Software Product Lines.
ACM Trans. Softw. Eng. Methodol., 2020

Finding the Largest Successful Coalition under the Strict Goal Preferences of Agents.
ACM Trans. Auton. Adapt. Syst., 2020

Objective reduction for visualising many-objective solution sets.
Inf. Sci., 2020

An angle dominance criterion for evolutionary many-objective optimization.
Inf. Sci., 2020

Multi-objective evolutionary simulated annealing optimisation for mixed-model multi-robotic disassembly line balancing with interval processing time.
Int. J. Prod. Res., 2020

Going deeper with optimal software products selection using many-objective optimization and satisfiability solvers.
Empir. Softw. Eng., 2020

What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-Based Evolutionary Multiobjective Optimisation.
Evol. Comput., 2020

Search-Based Software Engineering for Self-Adaptive Systems: One Survey, Five Disappointments and Six Opportunities.
CoRR, 2020

Angle-Based Crowding Degree Estimation for Many-Objective Optimization.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Evolutionary Approach to Multiparty Multiobjective Optimization Problems with Common Pareto Optimal Solutions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition.
Inf. Softw. Technol., 2019

A novel aggregation-based dominance for Pareto-based evolutionary algorithms to configure software product lines.
Neurocomputing, 2019

Evolutionary many-objective optimization for mixed-model disassembly line balancing with multi-robotic workstations.
Eur. J. Oper. Res., 2019

Quality Evaluation of Solution Sets in Multiobjective Optimisation: A Survey.
ACM Comput. Surv., 2019

Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier].
IEEE Comput. Intell. Mag., 2019

A pareto-based evolutionary algorithm using decomposition and truncation for dynamic multi-objective optimization.
Appl. Soft Comput., 2019

An Empirical Investigation of the Optimality and Monotonicity Properties of Multiobjective Archiving Methods.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018
Configuring Software Product Lines by Combining Many-Objective Optimization and SAT Solvers.
ACM Trans. Softw. Eng. Methodol., 2018

Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite.
IEEE Trans. Evol. Comput., 2018

Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection.
IEEE Trans. Evol. Comput., 2018

Multiobjective optimization of the production process for ground granulated blast furnace slags.
Soft Comput., 2018

Multiobjective Test Problems with Degenerate Pareto Fronts.
CoRR, 2018

A critical review of: "a practical guide to select quality indicators for assessing pareto-based search algorithms in search-based software engineering": essay on quality indicator selection for SBSE.
Proceedings of the 40th International Conference on Software Engineering: New Ideas and Emerging Results, 2018

On the effects of seeding strategies: a case for search-based multi-objective service composition.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

An Improved NSGA-II based Algorithm for Economical Hot Rolling Batch Scheduling under Time-sensitive Electricity Prices.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017
Constraint Handling in NSGA-II for Solving Optimal Testing Resource Allocation Problems.
IEEE Trans. Reliab., 2017

A Vector Angle-Based Evolutionary Algorithm for Unconstrained Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2017

Many-objective optimization based on information separation and neighbor punishment selection.
Soft Comput., 2017

What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-based Evolutionary Multi-Objective Optimisation.
CoRR, 2017

How to Read Many-Objective Solution Sets in Parallel Coordinates.
CoRR, 2017

Dominance Move: A Measure of Comparing Solution Sets in Multiobjective Optimization.
CoRR, 2017

How to Read Many-Objective Solution Sets in Parallel Coordinates [Educational Forum].
IEEE Comput. Intell. Mag., 2017

Binary search based boundary elimination selection in many-objective evolutionary optimization.
Appl. Soft Comput., 2017

An angle based constrained many-objective evolutionary algorithm.
Appl. Intell., 2017

Adjusting Parallel Coordinates for Investigating Multi-objective Search.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Parallel peaks: A visualization method for benchmark studies of multimodal optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Evolutionary Multi-Objective Workflow Scheduling in Cloud.
IEEE Trans. Parallel Distributed Syst., 2016

SIP: Optimal Product Selection from Feature Models Using Many-Objective Evolutionary Optimization.
ACM Trans. Softw. Eng. Methodol., 2016

Pareto or Non-Pareto: Bi-Criterion Evolution in Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2016

Decomposing the user-preference in multiobjective optimization.
Soft Comput., 2016

Multi-objective optimisation for regression testing.
Inf. Sci., 2016

On the use of hypervolume for diversity measurement of Pareto front approximations.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015
Evolutionary many-objective optimisation: pushing the boundaries.
PhD thesis, 2015

Bi-goal evolution for many-objective optimization problems.
Artif. Intell., 2015

A Comparative Study Use of OTL for Many-objective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A Performance Comparison Indicator for Pareto Front Approximations in Many-Objective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A hybrid development platform for evolutionary multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Stable Matching-Based Selection in Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2014

Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2014

Evolutionary Algorithms With Segment-Based Search for Multiobjective Optimization Problems.
IEEE Trans. Cybern., 2014

Diversity Comparison of Pareto Front Approximations in Many-Objective Optimization.
IEEE Trans. Cybern., 2014

ETEA: A Euclidean Minimum Spanning Tree-Based Evolutionary Algorithm for Multi-Objective Optimization.
Evol. Comput., 2014

A test problem for visual investigation of high-dimensional multi-objective search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
A Grid-Based Evolutionary Algorithm for Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2013

IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

A Comparative Study on Evolutionary Algorithms for Many-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

2012
Achieving balance between proximity and diversity in multi-objective evolutionary algorithm.
Inf. Sci., 2012

2011
A multi-objective evolutionary based on Hybrid Adaptive Grid Algorithm.
Proceedings of the Seventh International Conference on Natural Computation, 2011

2010
Enhancing Diversity for Average Ranking Method in Evolutionary Many-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2010

A grid-based fitness strategy for evolutionary many-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009
A Novel Algorithm for Non-dominated Hypervolume-based Multiobjective Optimization.
Proceedings of the IEEE International Conference on Systems, 2009

An Spanning Tree Based Method For Pruning Non-Dominated Solutions in Multi-Objective Optimization Problems.
Proceedings of the IEEE International Conference on Systems, 2009

Spread Assessment for Evolutionary Multi-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

2008
Improving NSGA-II Algorithm Based on Minimum Spanning Tree.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Combine LHS with MOEA to Optimize Complex Pareto Set MOPs.
Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008

An Efficient Method for Maintaining Diversity in Evolutionary Multi-objective Optimization.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Applying a New Grid-Based Elitist-Reserving Strategy to EMO Archive Algorithms.
Proceedings of the Frontiers in Algorithmics, Second Annual International Workshop, 2008

Uniformity assessment for evolutionary multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

An efficient mufti-objective evolutionary algorithm based on Minimum Spanning Tree.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008


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