This is just a simple example of how to optimize parameters in simulink models; Parallel computing can greatly increase speed. run gamultiobj_GSTA.m (add this folder in your path) recommed MATLAB ...

This repository contains MATLAB codes and scripts developed for the design and optimization of a Synchronous Permanent Magnet Motor (PMSM) intended for naval electric propulsion applications. It was ...

Abstract: In scenarios where multiple decision-makers operate within a common decision space, each focusing on their own multi-objective optimization problem (e.g., bargaining games), the problem can ...

In the field of multi-objective evolutionary optimization, prior studies have largely concentrated on the scalability of objective functions, with relatively less emphasis on the scalability of ...

Abstract: Expensive multi-objective binary optimization problems frequently emerge in real-world applications, where evaluating a single solution incurs significant computational or physical costs.

In this tutorial, we implement an advanced Optuna workflow that systematically explores pruning, multi-objective optimization, custom callbacks, and rich visualization. Through each snippet, we see ...

ABSTRACT: Multi-objective optimization remains a significant and realistic problem in engineering. A trade-off among conflicting objectives subject to equality and inequality constraints is known as ...