I work on evolutionary computation, with a focus on multimodal multi-objective optimization, knee-point-driven methods, and their applications in defense resource allocation (weapon-target assignment), satellite scheduling, and renewable energy system design.
College of Systems Engineering, National University of Defense Technology (NUDT), Changsha, China.
- 📫 Email:
liwenhua1030@aliyun.com - 🧩 Three of my algorithms (MMEA-WI, HREA, CoMMEA) are officially included in PlatEMO
- 2026.11 — RCMD-EA paper published in Swarm and Evolutionary Computation → MO-DWTA
- 2026.10 — Code and paper released for the KCEA paper (IEEE TEVC 2026) → M3SWTA
- 2026.10 — Ten repositories upgraded with paper PDFs, citations, licenses and release tags.
| Year | Paper | Venue | Code |
|---|---|---|---|
| 2026 | Robust Constrained Multimodal Dominance evolution for dynamic weapon-target assignment | Swarm Evol. Comput. | MO-DWTA |
| 2026 | Knowledge-Guided Competitive EA for Multi-Solution Sensor-Weapon-Target Assignment | IEEE Trans. Evol. Comput. | M3SWTA |
| 2026 | Dynamic phase-ordered weapon-target assignment (KG-DREA) | Control and Decision (in press) | D-POWTA |
| 2026 | Constrained multimodal dominance embedded dual-population coevolutionary algorithm | Swarm Evol. Comput. | CMD-CoEA |
| 2024 | Knowledge-guided evolutionary algorithm for multi-satellite resource scheduling | Future Gener. Comput. Syst. | KgEA4MSRSOP |
| 2024 | Knowledge-guided evolutionary optimization for large-scale air defense resource allocation | IEEE Trans. Artif. Intell. | — |
| 2024 | Large-Scale Binary Matrix Optimization for Multimicrogrids Network Structure Design | IEEE Trans. SMC: Systems | LBMDEforMNSDP |
| 2023 | Coevolutionary Framework for Generalized Multimodal Multi-Objective Optimization | IEEE/CAA J. Autom. Sinica | CoMMEA |
| 2023 | Multimodal Multi-objective Optimization: Comparative Study of the State-of-the-Art | Swarm Evol. Comput. | ComparativeStudyofMMOP |
| 2023 | Hierarchy Ranking Method for Multimodal Multi-objective Problems with Local Pareto Fronts | IEEE Trans. Evol. Comput. | HREA |
| 2023 | Surrogated-assisted multimodal multi-objective optimization for hybrid renewable energy system | Complex Intell. Syst. | SaMMEAforHRES |
| 2022 | Multimodal multi-objective evolutionary algorithm for multiple path planning | Comput. Ind. Eng. | MMEASES |
| 2021 | Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization | IEEE Trans. Evol. Comput. | CodeForMMEA-WI |
| 2020 | Reinvestigation of evolutionary many-objective optimization: Focus on the Pareto knee front | Inf. Sci. | KneePointAlgorithms |
| 2019 | Multi-scenario microgrid optimization using an evolutionary multi-objective algorithm | Swarm Evol. Comput. | — |
Complete publication list (60+ items incl. co-authored works) is available on request; benchmarks under review (RWMMO, TSRDE) will be linked upon publication.