Index

List of implemented metaheuristics. The algorithms were implemented based on the contributor's understanding of the algorithms detailed in the published paper.

Algorithm	Objective	Constraints	Large Scale	Batch Evaluation	Structure Name
ECA	Single	✅	➖	✅	`ECA`
DE	Single	✅	➖	✅	`DE`
PSO	Single	✅	➖	✅	`PSO`
ABC	Single	❌	➖	❌	`ABC`
MOEA/D-DE	Multi	➖	➖	❌	`MOEAD_DE`
GSA	Single	❌	❌	✅	`CGSA`
SA	Single	✅	➖	❌	`SA`
NSGA-II	Multi	✅	➖	✅	`NSGA2`
NSGA-III	Many	✅	➖	✅	`NSGA3`
SMS-EMOA	Multi	✅	➖	✅	`SMS_EMOA`
SPEA2	Multi	✅	➖	✅	`SPEA2`
BCA	Bilevel	✅	❌	❌	`BCA`
MCCGA	Single	❌	❌	❌	`MCCGA`
GA	Single	✅	➖	✅	`GA`
CCMO	Multi	✅	➖	✅	`CCMO`
$\varepsilon$DE	Single	✅	➖	✅	`εDE`
BRKGA	Single	✅	➖	✅	`BRKGA`

✅ = supported, ❌ = not supported, ➖ = can be supported by changing default parameters.

Batch Evaluation = Simultaneous evaluation of multiple solutions (batch) see "Batch Evaluation".
Constraints = Equality and inequality constraints.
Large Scale = High dimensional problems (variables space).