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AI implementations (PSO, ACO, and GA) for optimising the driving signal for SOA-based optical switches both in simulation and experiment.

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SOA Drive Signal Optimisation with Artificial Intelligence

Documentation: https://soa-driving.readthedocs.io/

This project formed part of the journal paper 'An Artificial Intelligence Approach to Optimal Control of Sub-Nanosecond SOA-Based Optical Switches' (link will be provided when published). All data (https://doi.org/10.5522/04/12356696.v1) used in the paper was generated with this code.

Getting Started

Each of the PSO, ACO and GA packages have different setup requirements and work in different ways. Please see individual folders for separate instructions for use of each package.

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AI implementations (PSO, ACO, and GA) for optimising the driving signal for SOA-based optical switches both in simulation and experiment.

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