upb-lea / PSOAS

Particle Swarm Optimization Assisted by Surrogates

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Write eval functions

hvater opened this issue · comments

  • Create a new file/class/structure which..
    • takes a function, estimates the optimum for an amount of runs and returns tables and graphs with statistical information of the results
    • takes a number of functions and evaluates the results (tables and graphs)
    • evaluates a single function with different hyperparameters
    • compares to other optimizers/makes it possible to use other optimizers such as pyswarms or scipy global optimizers

IMO: should be based on pandas dfs and plotly