A Multi-Channel Advertising Budget Allocation Using Reinforcement Learning and an Improved Differential Evolution Algorithm
Budget allocation across multiple advertising channels involves periodically dividing a fixed total budget among various channels. Yet, the challenge of making sequential decisions to optimize long-term benefits rather than short-term gains is often overlooked. Additionally, more apparent connection...
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Main Authors: | Li, Mengfan, Zhang, Jian, Alizadehsani, Roohallah, Plawiak, Pawel |
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Format: | Article |
Published: |
Institute of Electrical and Electronics Engineers
2024
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Online Access: | http://eprints.um.edu.my/47093/ https://doi.org/10.1109/ACCESS.2024.3429359 |
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