Adaptive Self-Organizing Map Using Optimal Control

The self-organizing map (SOM), which is a type of artificial neural network (ANN), was formulated as an optimal control problem. Its objective function is to minimize the mean quantization error, and the state equation is the weight updating equation of SOM. Based on the objective function and the s...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Mathematics
المؤلفون الرئيسيون: Ali Najem Alkawaz, Jeevan Kanesan, Irfan Anjum Badruddin, Sarfaraz Kamangar, Mohamed Hussien, Maughal Ahmed Ali Baig, N. Ameer Ahammad
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2023-04-01
الموضوعات:
self-organizing map
artificial neural network
optimal control problem
Pontryagin’s minimum principle
الوصول للمادة أونلاين:https://www.mdpi.com/2227-7390/11/9/1995

الانترنت

https://www.mdpi.com/2227-7390/11/9/1995

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