The Dawn Of Self-Optimizing AI Agents

Can one AI system meaningfully improve another without going back to expensive retraining runs? In other words, can our ...

X Makes Recommendation Algorithm Public in Rare Transparency Shift

Social media company X has taken an uncommon step in an industry known for secrecy by publicly releasing the source code ...
IEEE

Shift Based Penalty Competitive Constrained Multi-Objective Particle Swarm Optimization Algorithm

Abstract: In real life, there are many problems with conditional constraints, which can be regarded as constrained optimization problems. The difficulty in solving this type of problem lies in how to ...
GitHub

Multi-Factorial Evolutionary Algorithm With Online Transfer Parameter Estimation (MFEA-II) in Python

This repository implement MFEA-II MFEA-II Official Matlab Version. Tested on MTSOO benchmark. This repo could be used as a template or starter code for conducting multitasking optimization on other ...
IEEE

Quantized Distributed Nonconvex Optimization Algorithms With Linear Convergence Under the Polyak–Łojasiewicz Condition

Abstract: This article considers distributed optimization for minimizing the average of local nonconvex cost functions, by using local information exchange over undirected communication networks. To ...