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Commit cc3783b4 authored by Dominik Bongartz's avatar Dominik Bongartz
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Release version 0.0.9

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[submodule "dep/lapack"]
path = dep/lapack
url = https://git.rwth-aachen.de/avt-svt/public/thirdparty/lapack.git
url = ../../public/thirdparty/lapack.git
[submodule "dep/blas"]
path = dep/blas
url = https://git.rwth-aachen.de/avt-svt/public/thirdparty/blas.git
url = ../../public/thirdparty/blas.git
[submodule "dep/cpplapack"]
path = dep/cpplapack
url = https://git.rwth-aachen.de/avt-svt/public/thirdparty/cpplapack.git
url = ../../public/thirdparty/cpplapack.git
[submodule "dep/filib"]
path = dep/filib
url = https://git.rwth-aachen.de/avt-svt/public/thirdparty/filib.git
url = ../../public/thirdparty/filib.git
[submodule "dep/fadbad"]
path = dep/fadbad
url = https://git.rwth-aachen.de/avt-svt/public/thirdparty/fadbad.git
url = ../../public/thirdparty/fadbad.git
[submodule "dep/json"]
path = dep/json
url = https://git.rwth-aachen.de/avt-svt/public/thirdparty/json.git
url = ../../public/thirdparty/json.git
[submodule "dep/pybind11"]
path = dep/pybind11
url = https://github.com/pybind/pybind11
[submodule "dep/mcpp"]
path = dep/mcpp
url = https://git.rwth-aachen.de/avt-svt/public/thirdparty/mcpp.git
url = ../../public/thirdparty/mcpp.git
......@@ -6,8 +6,13 @@ Main authors:
Contributors:
- Dominik Bongartz (AVT.SVT, RWTH Aachen University)
Jaromil Najman (AVT.SVT, RWTH Aachen University)
- Dominik Bongartz (KU Leuven)
Clara Witte (AVT.SVT, RWTH Aachen University)
Aron Zingler (AVT.SVT, RWTH Aachen University)
Maintenance
- Jaromil Najman (AVT.SVT, RWTH Aachen University)
Dominik Bongartz (AVT.SVT, RWTH Aachen University)
Integration of MeLOn into MAiNGO
Implementation & development of function relaxations
......
# ![MeLOn](doc/images/MeLOn_Logo.png) <br> MeLOn - Machine Learning models for Optimization
Thank you for using the beta version 0.0.2 of MeLOn! If you have any issues, concerns, or comments, please communicate them using the "Issues" functionality in [GitLab](https://git.rwth-aachen.de/avt.svt/public/MAiNGO.git) or send an e-mail to artur.schweidtmann@rwth-aachen.de.
Thank you for using the beta version of MeLOn! If you have any issues, concerns, or comments, please communicate them using the "Issues" functionality in [GitLab](https://git.rwth-aachen.de/avt.svt/public/MAiNGO.git) or send an e-mail to artur.schweidtmann@rwth-aachen.de.
## About
......@@ -35,6 +35,8 @@ The proposed machine-learning models have been used in various applications.
* Scheduling of a compressed air energy storage system where the efficiency map of compressors and turbines is learned by neural networks ([Schäfer et al., 2020](#Schweidtmann2019ANN_Opt_Method))
* Design of multistage layer melt crystallization where the crystal growth is learned by neural networks ([Kunde et al., 2022](#Kunde2022))
**Applications of deterministic global optimization with Gaussian processes embedded**
* Chance-constrained programming with Gaussian processes ([Schweidtmann et al., 2020](#Schweidtmann2020GP_Opt_Method))
......@@ -127,6 +129,10 @@ The proposed machine-learning models have been used in various applications.
<a name="Schäfer2020GridAdaption">
</a>
* Kunde, C., Mendez, R., & Kienle, A. (2022). Deterministic global optimization of multistage layer melt crystallization using surrogate models and reduced space formulations. In Computer Aided Chemical Engineering (Vol. 51, pp. 727-732). Elsevier.[https://doi.org/10.1016/B978-0-323-95879-0.50122-3](https://doi.org/10.1016/B978-0-323-95879-0.50122-3)
<a name="Kunde2022">
</a>
......
-------------------------- MeLOn Release Notes ---------------------------------
Online available: https://git.rwth-aachen.de/avt.svt/public/MeLOn/
Online available: https://git.rwth-aachen.de/avt-svt/public/MeLOn/
--------------------------------------------------------------------------------
Release version 0.0.9 (May 26th, 2023):
- Minor updates in documentation
- Updates in submodules (including switch to relative paths)
Release version 0.0.8 (June 13th, 2021):
- Renamed Python interface to "melonpy"
- Several small fixes in Python interface and CMakeLists.txt
Release version 0.0.7 (March 3rd, 2021):
- Added Python interface "pymelon"
- Several improvements in documentation and CMakelists.txt
Release version 0.0.6 (June 12th, 2020):
- Fixed erroneous submodule version
Release version 0.0.5 (June 12th, 2020):
- Improved output in case of excepitons
- Fixes to improve compatibility with some Intel compilers
Release version 0.0.4 (June 3rd, 2020):
- Fixes to improve compatibility with some Intel and GCC compilers
Release version 0.0.3 (May 28th, 2020):
- Bugfix in CMakelists.txt
Release version 0.0.2 (May 28th, 2020):
- Bugfix in Gaussian process models
Release version 0.0.1 (May 26th, 2020):
- Initial release including Neural Networks and Gaussian Processe models
- Initial release including Neural Networks and Gaussian Processe models
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