Whale Optimization Algorithm for Multi-Node Deployment in Wireless Sensor Networks

A whale optimisation algorithm that deploys multiple nodes in wireless sensor networks.

A whale optimisation algorithm that deploys multiple nodes in wireless sensor networks. It is offered as a reference project: a complete, worked example of how a system like this is designed, built and evaluated, so that a developer can study it, run it and learn from it.

It suits learners who want to connect hardware to software: reading sensors, sending data to a back end, visualising it and acting on it with alerts or control.

The main parts are sensor or device data collection, a messaging layer between devices and the server, a live dashboard, and alerts or control actions. The reference build uses ESP32, MQTT, Python, and Node-RED, with a clear project structure, setup instructions and sample data so that it can be run and extended.