@@ -196,17 +196,13 @@ For ```ES```, please refer to e.g.,
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[[ Schwefel, 1984]] ( https://link.springer.com/article/10.1007/BF01876146 ) ,
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etc.
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- * ![ lso] ( https://img.shields.io/badge/***-lso-orange.svg ) Limited-Memory Matrix Adaptation
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- ES (** [ LMMAES] ( https://tinyurl.com/9e8jcmcy ) ** )
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+ * ![ lso] ( https://img.shields.io/badge/***-lso-orange.svg )
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+ Limited-Memory Matrix Adaptation ES (** LMMAES** ] )
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[[ Loshchilov et al., 2019, TEVC] ( https://ieeexplore.ieee.org/abstract/document/8410043 )]
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- * ![ lso] ( https://img.shields.io/badge/***-lso-orange.svg ) Rank-M ES
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- (** [ RMES] ( https://tinyurl.com/bdfnrcfu ) ** )
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- [[ Li&Zhang, 2018, TEVC] ( https://ieeexplore.ieee.org/document/8080257 ) ,
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- [ Li&Zhang, 2016, PPSN] ( https://link.springer.com/chapter/10.1007/978-3-319-45823-6_70 )]
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- * ![ lso] ( https://img.shields.io/badge/***-lso-orange.svg ) Rank-1 ES
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- (** [ R1ES] ( https://tinyurl.com/2jh7vkm7 ) ** )
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- [[ Li&Zhang, 2018, TEVC] ( https://ieeexplore.ieee.org/document/8080257 ) ,
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- [ Li&Zhang, 2016, PPSN] ( https://link.springer.com/chapter/10.1007/978-3-319-45823-6_70 )]
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+ * ![ lso] ( https://img.shields.io/badge/***-lso-orange.svg )
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+ Rank-M ES (** [ RMES] ( https://tinyurl.com/bdfnrcfu ) ** )
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+ [[ Li&Zhang, 2018, TEVC] ( https://ieeexplore.ieee.org/document/8080257 ) ,
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+ [ Li&Zhang, 2016, PPSN] ( https://link.springer.com/chapter/10.1007/978-3-319-45823-6_70 )]
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* ![ lso] ( https://img.shields.io/badge/***-lso-orange.svg ) Cholesky-CMA-ES-2016
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(** [ CCMAES2016] ( https://tinyurl.com/yr4zf5b8 ) ** )
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[[ Krause et al., 2016, NeurIPS] ( https://tinyurl.com/4f89mn7n )]
@@ -389,11 +385,15 @@ etc.
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#### ** Evolution Strategies ([ ES] ( https://tinyurl.com/ycd8dyz4 ) )**
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* ![ lso] ( https://img.shields.io/badge/***-lso-orange.svg )
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- [ LMCMA] ( https://tinyurl.com/3fenh5sj )
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+ LMCMA
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[[ Loshchilov, 2017, ECJ] ( https://direct.mit.edu/evco/article-abstract/25/1/143/1041/LM-CMA-An-Alternative-to-L-BFGS-for-Large-Scale )]
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* ![ lso] ( https://img.shields.io/badge/***-lso-orange.svg )
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- [ LMCMAES] ( https://tinyurl.com/4myhbwey )
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+ LMCMAES
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[[ Loshchilov, 2014, GECCO] ( https://dl.acm.org/doi/abs/10.1145/2576768.2598294 )]
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+ * ![ lso] ( https://img.shields.io/badge/***-lso-orange.svg )
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+ R1ES
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+ [[ Li&Zhang, 2018, TEVC] ( https://ieeexplore.ieee.org/document/8080257 ) ,
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+ [ Li&Zhang, 2016, PPSN] ( https://link.springer.com/chapter/10.1007/978-3-319-45823-6_70 )]
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For new/missed BBO, we have provided a ** unified** API to freely add them if they can well satisfy
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the [ design philosophy] ( https://pypop.readthedocs.io/en/latest/design-philosophy.html ) widely
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