Skip to content

GPareto

Gaussian Processes for Pareto Front Estimation and Optimization

v1.1.9 · Aug 25, 2025 · GPL-3
CRAN GitHub Mirror

Description

Gaussian process regression models, a.k.a. Kriging models, are applied to global multi-objective optimization of black-box functions. Multi-objective Expected Improvement and Step-wise Uncertainty Reduction sequential infill criteria are available. A quantification of uncertainty on Pareto fronts is provided using conditional simulations.

Downloads

2.8K

Last 30 days

2537th

8K

Last 90 days

14.4K

Last year

Trend: +3.8% (30d vs prior 30d)

CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (3)

imports

GPGame

suggests

DiceOptim biopixR

Dependency Network

Dependencies Reverse dependencies DiceKriging emoa Rcpp rgenoud pbivnorm pso randtoolbox KrigInv MASS DiceDesign ks rgl GPGame DiceOptim biopixR GPareto

Version History

new 1.1.9 Mar 10, 2026
updated 1.1.9 ← 1.1.8 diff Aug 24, 2025
updated 1.1.8 ← 1.1.7 diff Jan 25, 2024
updated 1.1.7 ← 1.1.6 diff Jun 23, 2022
updated 1.1.6 ← 1.1.4.1 diff May 30, 2021
updated 1.1.4.1 ← 1.1.4 diff Mar 31, 2020
updated 1.1.4 ← 1.1.3 diff Dec 5, 2019
updated 1.1.3 ← 1.1.2 diff May 8, 2019
updated 1.1.2 ← 1.1.1 diff Dec 9, 2018
updated 1.1.1 ← 1.1.0 diff Jan 31, 2018
updated 1.1.0 ← 1.0.3 diff Jun 28, 2017
updated 1.0.3 ← 1.0.2 diff Nov 10, 2016
updated 1.0.2 ← 1.0.1 diff Mar 1, 2016
updated 1.0.1 ← 1.0.0 diff Jul 2, 2015
new 1.0.0 Dec 16, 2014