marktechpost

A Complete End-to-End Coding Guide to MLflow Experiment Tracking, Hyperparameter Optimization, Model Evaluation, and Live Model Deployment

In this tutorial, we build a complete, production-grade ML experimentation and deployment workflow using MLflow. We start by launching a dedicated MLflow Tracking Server with a structured backend and ...
IEEE

A Comparative Study of Bio Inspired Optimization Algorithms for Enhanced PID Control of BLDC Motor Speed

Abstract: This paper presents a systematic comparative study of bio-inspired optimization algorithms for tuning Proportional–Integral–Derivative (PID) controllers in brushless DC (BLDC) motor speed ...
marktechpost

How to Design an Agentic Workflow for Tool-Driven Route Optimization with Deterministic Computation and Structured Outputs

In this tutorial, we build a production-style Route Optimizer Agent for a logistics dispatch center using the latest LangChain agent APIs. We design a tool-driven workflow in which the agent reliably ...
IEEE

EvoPlace: Evolution of Optimization Algorithms for Global Placement via Large Language Models

Abstract: Optimization algorithms are widely employed to tackle complex problems, but designing them manually is often labor-intensive and requires significant expertise. Global placement is a ...