Skip to content

Improvement suggestions for multi-objective optimization tutorial #73

@edubarrosTNO

Description

@edubarrosTNO

Description
Multi-objective optimization tutorial currently lacks several relevant information for being useful or fully understandable

Proposal
Below is a list of suggested improvements:

  • Include link / path to where in the repository to find the configuration file to perform this multi-objective experiment
  • If the idea is to avoid repetition with respect to single objective well rate optimization experiment, include link to that tutorial doc to increase coherence across tutorials. If not, state explicitly somewhere that this is optimization of time-varying water injection rate targets
  • Add snippet from configuration file to show how to define multiple objectives in objective_functions section
  • Clearly indicate in the text what are the weights assumed for NPV and FWPT
  • Correct formula f(x) = w_1 * npv(x) - w_2 * fwpt(x): it should be f(x) = w_1 * npv(x) - w_2 * fwpt(x) and stated that fwpt objective is to be minimized (therefore, multiplier -1 in fm_extract_summary_data)
  • Add snippet from configuration file to show usage of fm_npv and fm_extract_summary_data to generate objective function files
  • Improve objective function plots to display evolution of npv and fwpt objectives over iterations (instead of total combined objective only)
  • Unclear why there are two sets of results / plots at the end. Is there one multi-objective optimization experiment or two? The text only describes one experiment

Metadata

Metadata

Assignees

No one assigned

    Labels

    documentationImprovements or additions to documentationenhancementNew feature or request

    Type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions