The Evolutionary Computation Methods No One Should Use

• BayesOpt

  1 379 1.1 C++

  BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.

Very interesting to see how wide spread this is. Stumbled upon it myself by accident when comparing my algorithm to a popular Bayesian optimisation algorithm (https://github.com/rmcantin/bayesopt). Almost every run it would sample the exact centre of the optimisation space. At first I was blown away by the performance until I found it suspicious that the precise optimum was found so often. Shifting the optimum away from the centre greatly reduced the algorithms performance.

• VTMOP

  1 1 10.0 Fortran

  Solver for Blackbox Multiobjective Optimization Problems

  

I wrote a modified DTLZ set in Fortran while evaluating the methods for my PhD thesis (https://github.com/vtopt/VTMOP) so that the solutions will be slightly offset (I think by like 0.2)

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• parmoo

  4 71 6.4 Python

  Python library for parallel multiobjective simulation optimization

  

Then another modified DTLZ set in Python so that the solutions will have a configurable location here (https://github.com/parmoo/parmoo)

Suggest a related project