GregaVrbancic commented 5 years ago

Algorithms Checklist

In order to release the first stable version of the NiaPy v2.0.0, we have to go through all of the implemented algorithms to check for any inconsistencies or bugs.

The following checklist will help us monitor the progress of reviews of algorithms.

For each reviewed algorithm, would be the best if you prepare a separate pull request, for easier reviewing of submitted code, with the following checklist included in the description of PR. Please copy the following snippet, change the "" with the name of the reviewed algorithm and check every bullet point in the checklist. Also please refer to this issue in the description of PR as well.

# <algorithm_name> review

- [ ] Check parameters list (based on the reference implementation/paper)
- [ ] Check naming of the parameters (parameter names must consistent throughout the framework)
- [ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
- [ ] Check function naming (is it consistent)
- [ ] Algorithm does not include and TODO's
- [ ] Check support for manual initialization of the population
- [ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
- [ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow [this one](https://github.com/NiaOrg/NiaPy/blob/master/examples/run_de.py).)

Overall Algorithms Checklist

Here is the list of all algorithm reviews:

Bat Algorithm review:

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Firefly Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Differential Evolution review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Crowding Differential Evolution review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Aging Np Differential Evolution review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Dyn Np Differential Evolution review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Multi Strategy Differential Evolution review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Dyn Np Multi Strategy Differential Evolution review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

multi Mutations review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Aging Np Multi Mutation Differential Evolution review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Flower Pollination Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Grey Wolf Optimizer review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Genetic Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Artificial Bee Colony Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Particle Swarm Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Bare Bones Fireworks Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Camel Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Monkey King Evolution V1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Monkey King Evolution V2 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Monkey King Evolution V3 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Evolution Strategy1p1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Evolution Strategy Mp1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Evolution Strategy Mp L review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Evolution Strategy M L review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Covariance Matrix Adaption Evolution Strategy review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Sine Cosine Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Glowworm Swarm Optimization review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Glowworm Swarm Optimization V1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Glowworm Swarm Optimization V2 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Glowworm Swarm Optimization V3 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Harmony Search review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Harmony Search V1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Krill Herd V1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Krill Herd V2 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Krill Herd V3 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Krill Herd V4 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Krill Herd V11 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Fireworks Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Enhanced Fireworks Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Dynamic Fireworks Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Dynamic Fireworks Algorithm Gauss review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Gravitational Search Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Moth Flame Optimizer review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Fish School Search review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Cuckoo Search review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Coral Reefs Optimization review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Forest Optimization Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Hybrid Bat Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Differential Evolution M T S review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Differential Evolution M T Sv1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Dyn Np Differential Evolution M T S review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Dyn Np Differential Evolution M T Sv1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Multi Strategy Differential Evolution M T S review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Multi Strategy Differential Evolution M T Sv1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Dyn Np Multi Strategy Differential Evolution M T S review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Dyn Np Multi Strategy Differential Evolution M T Sv1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Self Adaptive Differential Evolution review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Dyn Np Self Adaptive Differential Evolution Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Multi Strategy Self Adaptive Differential Evolution review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Dyn Np Multi Strategy Self Adaptive Differential Evolution review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Nelder Mead Method review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Hill Climb Algorithm review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Simulated Annealing review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Multiple Trajectory Search review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Multiple Trajectory Search V1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

M T S_ L S1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

M T S_ L S2 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

M T S_ L S3 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

M T S_ L S1v1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

M T S_ L S3v1 review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Anarchic Society Optimization review:

[ ] Check parameters list (based on the reference implementation/paper)
[ ] Check naming of the parameters (parameter names must consistent throughout the framework)
[ ] Check documentation (are all the parameters described, is general documentation of the paper complete)
[ ] Check function naming (is it consistent)
[ ] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

kb2623 commented 5 years ago

In my repository:

Differential Evolution review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[x] Check support for manual initialization of the population
[x] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[x] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

kb2623 commented 5 years ago

In my repository:

MTS_LS1 review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population -> Not needed for this function, because tihs is not an algorithm
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?) -> Not needed for this funciton, because tihs is not an algorithm
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.) -> Not needed for this function, because tihs is not an algorithm

MTS_LS1v1 review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population -> Not needed for this function, because tihs is not an algorithm
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?) -> Not needed for this funciton, because tihs is not an algorithm
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.) -> Not needed for this function, because tihs is not an algorithm

MTS_LS2 review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population -> Not needed for this function, because tihs is not an algorithm
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?) -> Not needed for this funciton, because tihs is not an algorithm
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.) -> Not needed for this function, because tihs is not an algorithm

MTS_LS3 review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population -> Not needed for this function, because tihs is not an algorithm
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?) -> Not needed for this funciton, because tihs is not an algorithm
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.) -> Not needed for this function, because tihs is not an algorithm

MTS_LS3v1 review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[ ] Check support for manual initialization of the population -> Not needed for this function, because tihs is not an algorithm
[ ] Check performance of the algorithm against Sphere benchmark (does it perform as expected?) -> Not needed for this funciton, because tihs is not an algorithm
[ ] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.) -> Not needed for this function, because tihs is not an algorithm

kb2623 commented 5 years ago

In my repository:

Multiple Trajectory Search review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[x] Check support for manual initialization of the population
[x] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[x] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

Multiple Trajectory Search V1 review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[x] Check support for manual initialization of the population
[x] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[x] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

kb2623 commented 5 years ago

In my repository:

Anarchic Society Optimization review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[x] Check support for manual initialization of the population
[x] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[x] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

kb2623 commented 5 years ago

In my repository:

Simulated Annealing review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[x] Check support for manual initialization of the population
[x] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[x] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

kb2623 commented 5 years ago

In my repository:

Hill Climb Algorithm review

[x] Check parameters list (based on the reference implementation/paper)
[x] Check naming of the parameters (parameter names must consistent throughout the framework)
[x] Check documentation (are all the parameters described, is general documentation of the paper complete)
[x] Check function naming (is it consistent)
[x] Algorithm does not include and TODO's
[x] Check support for manual initialization of the population
[x] Check performance of the algorithm against Sphere benchmark (does it perform as expected?)
[x] Check if a simple example of running the algorithm is present (For the structure of the examples, please follow this one.)

kb2623 commented 5 years ago

Algorithms:

Dyn Np Multi Strategy Self Adaptive Differential Evolution
Crowding Differential Evolution
Aging Np Differential Evolution
Dyn Np Differential Evolution
Multi Strategy Differential Evolution
Dyn Np Multi Strategy Differential Evolution
Aging Np Multi Mutation Differential Evolution
Differential Evolution MTS
Differential Evolution MTSv1
Dyn Np Differential Evolution MTS
Dyn Np Differential Evolution MTSv1
Multi Strategy Differential Evolution MTS
Multi Strategy Differential Evolution MTSv1
Dyn Np Multi Strategy Differential Evolution MTS
Dyn Np Multi Strategy Differential Evolution MTSv1
Multi Strategy Self Adaptive Differential Evolution
Dyn Np Multi Strategy Self Adaptive Differential Evolution

have no reference paper.

kb2623 commented 5 years ago

Algorithms:

Bare Bones Fireworks Algorithm
Camel Algorithm
Monkey King Evolution V1
Monkey King Evolution V2
Evolution Strategy1p1
Evolution Strategy Mp1
Evolution Strategy MpL
Evolution Strategy ML
Sine Cosine Algorithm
Glowworm Swarm Optimization (all variants)
Harmony Search (all variants)
Krill Herd V1
Krill Herd V2
Krill Herd V3
Krill Herd V4
Fireworks Algorithm
Enhanced Fireworks Algorithm
Dynamic Fireworks Algorithm
Dynamic Fireworks Algorithm Gauss
Gravitational Search Algorithm
Cuckoo Search
Coral Reefs Optimization
Dyn Np Self Adaptive Differential Evolution Algorithm
Nelder Mead Method
Hill Climb Algorithm
Simulated Annealing
Multiple Trajectory Search (all variants)
Anarchic Society Optimization

are implemented based only on pseudocode in articles. No additional implementations of above algorithms, where taken into account at implementation phase of algorithms.

NiaOrg / NiaPy