Add EvoTF reference & bump version

README.md

@@ -62,7 +62,7 @@ state.best_member, state.best_fitness
 | Simple Gaussian | [Rechenberg (1978)](https://link.springer.com/chapter/10.1007/978-3-642-81283-5_8) | [`SimpleES`](https://github.com/RobertTLange/evosax/tree/main/evosax/strategies/simple_es.py) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RobertTLange/evosax/blob/main/examples/01_classic_benchmark.ipynb)
 | DES | [Lange et al. (2023a)](https://arxiv.org/abs/2211.11260) | [`DES`](https://github.com/RobertTLange/evosax/tree/main/evosax/strategies/des.py)  | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RobertTLange/evosax/blob/main/examples/01_classic_benchmark.ipynb)
 | LES | [Lange et al. (2023a)](https://arxiv.org/abs/2211.11260) | [`LES`](https://github.com/RobertTLange/evosax/tree/main/evosax/strategies/les.py)  | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RobertTLange/evosax/blob/main/examples/01_classic_benchmark.ipynb)
-| EvoTF | [Lange et al. (2024)]() | [`EvoTF_ES`](https://github.com/RobertTLange/evosax/tree/main/evosax/strategies/evotf_es.py)  | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RobertTLange/evosax/blob/main/examples/01_classic_benchmark.ipynb)
+| EvoTF | [Lange et al. (2024)](https://arxiv.org/abs/2403.02985) | [`EvoTF_ES`](https://github.com/RobertTLange/evosax/tree/main/evosax/strategies/evotf_es.py)  | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RobertTLange/evosax/blob/main/examples/01_classic_benchmark.ipynb)
 | Particle Swarm Optimization | [Kennedy & Eberhart (1995)](https://ieeexplore.ieee.org/document/488968) | [`PSO`](https://github.com/RobertTLange/evosax/tree/main/evosax/strategies/pso.py)  | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RobertTLange/evosax/blob/main/examples/01_classic_benchmark.ipynb)
 | Differential Evolution | [Storn & Price (1997)](https://www.metabolic-economics.de/pages/seminar_theoretische_biologie_2007/literatur/schaber/Storn1997JGlobOpt11.pdf) | [`DE`](https://github.com/RobertTLange/evosax/tree/main/evosax/strategies/de.py)  | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RobertTLange/evosax/blob/main/examples/01_classic_benchmark.ipynb)
 | GLD | [Golovin et al. (2019)](https://arxiv.org/pdf/1911.06317.pdf) | [`GLD`](https://github.com/RobertTLange/evosax/tree/main/evosax/strategies/gld.py)  | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RobertTLange/evosax/blob/main/examples/01_classic_benchmark.ipynb)

evosax/_version.py

@@ -1 +1 @@
-__version__ = "0.1.5"
+__version__ = "0.1.6"