LabCompass

Guoyu Chen

Computer Science · The Ohio State University

OpenAlex ORCID
Mid career · publishing since 2007
Advanced Multi-Objective Optimization AlgorithmsMetaheuristic Optimization Algorithms ResearchEvolutionary Algorithms and ApplicationsFlow Measurement and AnalysisStructural Integrity and Reliability Analysis

Publications

50

Citations

537

Est. group size

~1

Recurring co-author estimate

Active years

20

Publishing since 2007

Research summary
AI-generated

Guoyu Chen works on evolutionary computation methods for solving optimization problems that change over time and involve constraints, such as scheduling and resource allocation under uncertainty. Much of the recent work applies these algorithms to practical industrial problems like mine truck scheduling, ore blending, and energy systems, often incorporating machine learning techniques such as Q-learning and LSTM-based prediction to help algorithms adapt to changing conditions.

Dynamic and constrained multi-objective optimizationEvolutionary and swarm-based algorithmsKnowledge transfer and learning-assisted optimizationIndustrial scheduling and resource allocation (mining, energy)Measurement and structural analysis applications

Publication output has fluctuated over the past decade, with a notable peak in 2022 and continued activity through 2023-2026, suggesting an active but variable publishing pace rather than steady linear growth.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 5.6/year recently
2017: 1 publication172018: 2 publications182019: 7 publications192020: 1 publication202021: 1 publication212022: 10 publications10222023: 7 publications232024: 4 publications242025: 2 publications252026: 5 publications26
Recent publications
Publishes in
  • IEEE Transactions on Evolutionary Computation×4
  • Swarm and Evolutionary Computation×4
  • Chemistry and Technology of Fuels and Oils×2
  • Expert Systems with Applications×2
  • 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)×2
Similar researchers
By research-topic overlap

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 19, 2026.

Claim or correct this profile