pymoo.org
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API
pymoo
Latest Version:
pymoo==0.4.0
Algorithms
Single-objective:
Genetic Algorithm
,
Differential Evolution
,
Nelder Mead
,
BRKGA
,
CMA-ES
Multi-objective:
NSGA-II
,
R-NSGA-II
Many-objective:
NSGA-III
,
R-NSGA-III
,
U-NSGA-III
,
MOEA/D
Test Problems
Single-objective
,
Multi-objective
,
Many-objective
Problem Definition
,
Gradients
Operators
Sampling:
Random, LHS
Selection:
Random, Binary Tournament
Crossover:
SBX, UX, HUX, DE Point, Exponential
Mutation:
Polynomial, Bitflip
Visualization
Scatter Plot (2D/3D/ND)
,
Parallel Coordinate Plot (PCP)
,
Radviz
,
Star Coordinates
,
Heatmap
,
Petal Diagram
,
Spider Web / Radar
,
Video
Decision Making
Compromise Programming
,
Pseudo Weights
,
High Trade-off Points
Performance Indicator
GD
,
GD+
,
IGD
,
IGD+
,
Hypervolume
,
KKTPM
Decomposition
Weighted-Sum
,
ASF
,
AASF
,
Tchebicheff
,
PBI
Miscellaneous
Termination Criterion
,
Reference Directions
,
Constraint Handling
,
Results
,
Callback
,
Display
Tutorials
Other Variable Types:
Binary
,
Discrete
,
Mixed
,
Custom
More:
Parallelization of Function Evaluations
,
Repair
Examples:
Subset Selection
News
Installation
Getting Started
Algorithms
Test Problems
Operators
Visualization
Decision Making
Performance Indicator
Miscellaneous
Tutorial
API Reference
Versions
Contributions
References
Contact
License