Distributed optimisation and algorithms form a vibrant field that addresses the challenge of coordinating multiple agents or nodes to collectively solve global optimisation problems. This domain ...

One course in optimization (including primal, dual problems, Lagrangian functions), linear algebra, calculus, familiar with real analysis or permission of instructor. Large-scale networks and datasets ...

Distributed optimisation in multi-agent systems refers to the discipline of devising algorithms that enable a network of autonomous agents to cooperatively solve a global optimisation problem using ...