AN ENHANCED DIFFERENTIAL EVOLUTION ALGORITHM WITH ADAPTIVE WEIGHT BOUNDS FOR EFFICIENT TRAINING OF NEURAL NETWORKS

Artificial neural networks are essential intelligent tools for various learning tasks. Training them is challenging due to the nature of the data set, many training weights, and their dependency, which gives rise to a complicated high-dimensional error function for minimization. Thus, global optimi...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Saithip Limtrakul, Jeerayut Wetweerapong
التنسيق: مقال
اللغة:English
منشور في: Lublin University of Technology 2023-03-01
سلاسل:Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
الموضوعات:
الوصول للمادة أونلاين:https://ph.pollub.pl/index.php/iapgos/article/view/3366