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Update README.md
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ranchengcn committed May 2, 2024
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Expand Up @@ -58,15 +58,15 @@ Building upon [JAX](https://github.com/google/jax) and [Ray](https://github.com/

## Main Contents

### Evolutionary Algorithms for Single-Objective Optimization
### Evolutionary Algorithms for Single-objective Optimization

| Category | Algorithm Names |
| --------------------------- | ------------------------------------------ |
| Differential Evolution | CoDE, JaDE, SaDE, SHADE, IMODE, ... |
| Evolution Strategy | CMA-ES, PGPE, OpenES, CR-FM-NES, xNES, ... |
| Particle Swarm Optimization | FIPS, CSO, CPSO, CLPSO, SL-PSO, ... |

### Evolutionary Algorithms for Multi-Objective Optimization
### Evolutionary Algorithms for Multi-objective Optimization

| Category | Algorithm Names |
| ------------------- | ---------------------------------------------- |
Expand All @@ -78,7 +78,7 @@ For a comprehensive list and further details of all algorithms, please check the

### Benchmark Problems/Environments

| Category | Problem Names |
| Category | Problems/Environments |
| -------------- | ----------------------------------- |
| Numerical | DTLZ, LSMOP, MaF, ZDT, CEC'22, ... |
| Neuroevolution/RL | Brax, Gym, TorchVision Dataset, ... |
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