Multi-Objective KOARIME: MATLAB Enhancement
Budget: $30 – $250 USD
MATLAB Implementation: Multi-Objective KOARIME with (M−1)-GPD Selection
I currently have a MATLAB implementation of the KOARIME algorithm (Kepler Optimization Algorithm + RIME), but it is single-objective.
The task is to extend it to a multi-objective version, integrating the (M−1)-GPD (Generalized Pareto Dominance) environmental selection method. Reference code from the paper + GitHub is available.
Tasks
Refactor the existing KOARIME code to support multiple objectives.
Integrate the (M−1)-GPD environmental selection method.
Implement two child generation modes:
• 2N sequential (KOA → RIME pipeline)
• 3N parallel (KOA children + RIME children)
Switchable via config.m.
Run a demo test case using a MaF problem (PlatEMO or equivalent).
Provide HV/IGD metrics (using PlatEMO utilities or self-contained).
Deliverables
Full MATLAB .m source code, including selection, normalization, and evaluation functions.
README with usage instructions.
Flowchart of the algorithm pipeline (SVG/PDF + editable).
Example run with results (plots + HV/IGD metrics).
Scope
One-time project.
I currently have a MATLAB implementation of the KOARIME algorithm (Kepler Optimization Algorithm + RIME), but it is single-objective.
The task is to extend it to a multi-objective version, integrating the (M−1)-GPD (Generalized Pareto Dominance) environmental selection method. Reference code from the paper + GitHub is available.
Tasks
Refactor the existing KOARIME code to support multiple objectives.
Integrate the (M−1)-GPD environmental selection method.
Implement two child generation modes:
• 2N sequential (KOA → RIME pipeline)
• 3N parallel (KOA children + RIME children)
Switchable via config.m.
Run a demo test case using a MaF problem (PlatEMO or equivalent).
Provide HV/IGD metrics (using PlatEMO utilities or self-contained).
Deliverables
Full MATLAB .m source code, including selection, normalization, and evaluation functions.
README with usage instructions.
Flowchart of the algorithm pipeline (SVG/PDF + editable).
Example run with results (plots + HV/IGD metrics).
Scope
One-time project.