@@ -840,11 +840,7 @@ PyGAD 2.16.1
840840
841841Release Date: 28 September 2021
842842
843- 1. Reuse the fitness of previously explored solutions rather than
844- recalculating them. This feature only works if
845- ``save_solutions=True ``.
846-
847- 2. The user can use the ``tqdm `` library to show a progress bar.
843+ 1. The user can use the ``tqdm `` library to show a progress bar.
848844 https://github.com/ahmedfgad/GeneticAlgorithmPython/discussions/50.
849845
850846..code ::python
@@ -924,14 +920,14 @@ progress bar.
924920 ``solutions_fitness `` array.
925921 https://github.com/ahmedfgad/GeneticAlgorithmPython/issues/64
926922
927- 2 . There was an issue of getting the length of these 4 variables
923+ 1 . There was an issue of getting the length of these 4 variables
928924 (``solutions ``, ``solutions_fitness ``, ``best_solutions ``, and
929925 ``best_solutions_fitness ``) doubled after each call of the ``run() ``
930926 method. This is solved by resetting these variables at the beginning
931927 of the ``run() `` method.
932928 https://github.com/ahmedfgad/GeneticAlgorithmPython/issues/62
933929
934- 3 . Bug fixes when adaptive mutation is used
930+ 2 . Bug fixes when adaptive mutation is used
935931 (``mutation_type="adaptive" ``).
936932 https://github.com/ahmedfgad/GeneticAlgorithmPython/issues/65
937933
@@ -1471,6 +1467,34 @@ A number of research papers used PyGAD and here are some of them:
14711467 Cobertura em Redes Militarizadas 4G/LTE. In *Anais do XXVI Workshop
14721468 de Gerência e Operação de Redes e Serviços * (pp. 152-165). SBC.
14731469
1470+ - M. Yani, F. Ardilla, A. A. Saputra and N. Kubota, "Gradient-Free Deep
1471+ Q-Networks Reinforcement learning: Benchmark and Evaluation," *2021
1472+ IEEE Symposium Series on Computational Intelligence (SSCI) *, 2021,
1473+ pp. 1-5, doi: 10.1109/SSCI50451.2021.9659941.
1474+
1475+ - Yani, Mohamad, and Naoyuki Kubota. "Deep Convolutional Networks with
1476+ Genetic Algorithm for Reinforcement Learning Problem."
1477+
1478+ - Mahendra, Muhammad Ihza, and Isman Kurniawan. "Optimizing
1479+ Convolutional Neural Network by Using Genetic Algorithm for COVID-19
1480+ Detection in Chest X-Ray Image." *2021 International Conference on
1481+ Data Science and Its Applications (ICoDSA) *. IEEE, 2021.
1482+
1483+ - Glibota, Vjeko. *Umjeravanje mikroskopskog prometnog modela primjenom
1484+ genetskog algoritma *. Diss. University of Zagreb. Faculty of
1485+ Transport and Traffic Sciences. Division of Intelligent Transport
1486+ Systems and Logistics. Department of Intelligent Transport Systems,
1487+ 2021.
1488+
1489+ - Zhu, Mingda. *Genetic Algorithm-based Parameter Identification for
1490+ Ship Manoeuvring Model under Wind Disturbance *. MS thesis. NTNU,
1491+ 2021.
1492+
1493+ - Abdalrahman, Ahmed, and Weihua Zhuang. "Dynamic pricing for
1494+ differentiated pev charging services using deep reinforcement
1495+ learning." *IEEE Transactions on Intelligent Transportation Systems *
1496+ (2020).
1497+
14741498More Links
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