Lecturer
School of Computer Science
University of Birmingham
Email: m.li.8@cs.bham.ac.uk or limitsing@gmail.com
My research is principally on (multi-objective) optimisation, where I am focused on the intersection between artificial/computational intelligence and operational research, as well as various pratical applications. Currently, I am particularly interested in the following topics.
- Evolutionary multi- and many-objective optimisation --- algorithm design, performance assessment, archiving.
- Evolutionary computation for other challenging problems --- constraint handling, multi-modal optimisation, dynamic/robustness optimisation, data-driven optimisation.
- Multi-criteria decision-making --- visualisation, assisted decision-making, objective reduction.
- Search-based software engineering --- software product line, testing, self-adaptive systems.
- Automated machine learning --- neural architecture search.
- Engineering applications --- product disassembly, post-disaster distribution, cloud computing.
This website is my research portfolio where you can find resources of research projects I am/was working on. This includes some brief descriptions (ideas and results) of these Research Projects and their resulting Papers (with codes and data).
Recent News
- [New Paper, Sep 2019] Read our work on Many-objective test suite generation for software product lines published in ACM Transactions on Software Engineering and Methodology.
- [New Paper, Jun 2019] Read our work on Multi-objective optimisation for software service composition, an extension of our GECCO'18 work, published in Information and Software Technology.
- [New Paper, Apr 2019] Read our work on Objective reduction for visualising many-objective solutions published in Information Sciences.
- [New Paper, Dec 2018] Read our work on A survey of quality evaluation of solution sets in multiobjective optimisation published in ACM Computing Surveys.
- [New Paper, Dec 2018] Read our work on Adapting weights for any Pareto front shape in decomposition-based EMO published in Evolutionary Computation.