jump-dev / jump-dev/MultiObjectiveAlgorithms.jl
Instances for testing
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Mô tả
Issue #105 has demonstrated that we need better testing of the algorithms.
One approach is to hand-craft tests. But that's pretty slow and limiting.
It'd be better if we could have a set of instances in a file format with a corresponding set of efficient solutions that we could check against.
Here's a library of instances: https://github.com/vOptSolver/vOptLib
It doesn't use a standardized file format, and it doesn't have solutions. But we could translate everything into JuMP and then into `.mof.json` (https://jump.dev/MathOptFormat), and then compare the various algorithms against each other.
The output would be: a standardized set of instances and a set of solutions :smile: which seems like a useful thing for the community.
I'm very open to discussions for ideas on this...
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Hướng nghiên cứu
Start by reviewing issue #105 and the vOptLib instance library, then examine how those instances could be represented through JuMP and MathOptFormat. Done means the project has a standardized set of instances, corresponding efficient solutions, and a way to compare the algorithms against them.
Do mô hình lập chỉ mục viết ra từ nội dung của issue.
Đánh giá
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- julia
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- testing-qa
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- 5/5
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- Mức phù hợp với người mới
- 30/100