Add RVEAa and final_step, and modify DTLZ, IGD and RVEA#231
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BillHuang2001
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Apr 3, 2025
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Please squash the unneeded commits, and then add RVEAa to test_moea.py.
Modify dtlz and add rveaa, zdt, maf Fix cso algorithm Manually import submodules Fix std_workflow._evaluate cannot be captured by torch.compile bug Remove unnecessary torch.jit.ignore When recording batchedtensors, unwrap it to avoid leaking batchedtensors Fix to_jax_array Use normal assignment instead of inplace copy Test vmapped workflow with monitor Add default feature set Update installation instruction on readme Update install guide Bump version to v1.1.1 add num_repeats and multi obj to hpo Add RVEAa, modify RVEA, DTLZ and hpo_wrapper.
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BillHuang2001
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Apr 5, 2025
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Add RVEAa
An implementation of the Reference Vector Guided Evolutionary Algorithm embedded with the reference vector regeneration strategy (RVEAa) for multi-objective optimization problems.
Add final_step
Add the
final_step()toAlgorithm.Modify DTLZ
Avoid changing the original population when evaluating.
Modify IGD
Make
igdable to deal with populations withnan.Modify RVEA
Switch
.type(torch.int)to.to(dtype=torch.int)Others
Add import of basic functions, which will be used in LSMOP in Evomo.
Modify non_dominate_rank