Neural Network Genetic Algorithm/Programming
Design a and program neural network which is optimised with genetic algorithm / genetic programming (written in C++ or python language). The weights of the neural network are to be determined by the genetic algorithm .genetic programming rather than the traditional method of trial and error. The aim here is to improve the time it takes to determine the appropriate weights for learning a particular task. The task itself is not important. For example, for the task of image recognition, e.g. recognising images of cars, the genetic algorithm/programming should take a shorter time determining the appropriate weights /Inputs into the network.
Also, the structure of the neural network should also be determined using the same method (GA/GP). That is, the number of layers and number of nodes within the network. Please provide references when citing other works for comparison, clarification etc.
Hello
I'm interesting your project very well
I'm a Good C++, Java, Neural Network, Math, Algorithm expert.
I m quite well experienced in these jobs.
Let's go ahead with me
I want to service for you continously.
Thanks
Hello,
I can help you with the problem.
I have wide experience in developing GA and neural networks.
If necessary, available to start ASAP.
Sincerely,
Irene.
Hello
Recent CS graduate from IIT Bombay. Previously a research assistant, having worked on the problem of OCR using attention-based deep learning and memory augmented neural networks.
Just saying, the first requirement - evolution using genetic algorithm to reach the optimal set of weights is doable. However, the second requirement, i.e. finding the optimal set of layers and nodes is akin to hyperparameter optimization which might take much, much more time and juice.
Can help you with first part and to some extent the second part. New freelancer here. Ping me if interested. I also bid on your other project with USD currency.
Regards Aditya
Dear sir,
I have more than 8+ years of Professional experience in data analysis and Programming. I have sound knowledge and 8 + years of experience in Python Programming. I can provide you best suitable solution for your requirement. Please provide some more details about your requirement. Looking forward for more discussion.
Dear friend,
I'm currently a PhD student in Natural Computing Research and Applications group at University College Dublin. Our site is ncra.ucd.ie.
I have been working in Evolutionary Computation, including Genetic Algorithm and Genetic Programming, for over 3 years so I think I can help you at best.
Please contact me if it interests you.