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Research Interests

2020-02-03 19:20

I have broad research interests related to computational intelligence. In terms of algorithm design, currently I am focusing mainly on expensive/inexpensive mixed-integer programming and bilevel optimization. I am also quite interested in the interdisciplinary applications of computational intelligence.

1) Theory: how and why evolutionary algorithms work on optimization problems, in particular, how to establish coordinate systems in evolutionary algorithms.

2) Algorithm design: evolutionary algorithms for different kinds of optimization problems, such as: Single-objective optimization problems Constrained optimization problems (single- and multi-objective constrained optimization, expensive constrained optimization, constrained experimental design, dynamic constrained optimization, etc)
Multiple-criteria decision-making
Nonlinear equation systems
Bilevel optimization
Mixed-integer programming

3) Application: computational intelligence for real-world applications in different fields, such as:
Automotive lightweight design
Intelligent robots and systems (Humanoid robots and swarm robots)
Mobile edge computing + blockchain + IoT + UAVs
Medical big data
Renewable energy
Cheminformatics and bioinformatics

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