dispatch optimization

Zhuanzhuan Tech

Jun 18, 2025 · Operations

How Genetic Algorithms Optimize Field Service Dispatch: From VRPTW to Real‑World Gains

This article explains how a luxury‑goods pickup service transformed manual order assignment for four engineers and 24 orders into an automated, cost‑effective dispatch system using VRPTW modeling, algorithm selection, and a genetic algorithm that balances travel time and order distribution.

VRPTWdispatch optimizationgenetic algorithm

0 likes · 13 min read

How Genetic Algorithms Optimize Field Service Dispatch: From VRPTW to Real‑World Gains

IT Architects Alliance

Jan 19, 2022 · Backend Development

Uber's Evolution from Monolith to Service‑Oriented Architecture: Design, Scaling, and Data Processing

The article details Uber's transition from a monolithic codebase to a service‑oriented architecture, describing its goals, functional and non‑functional requirements, DISCO dispatch optimization, micro‑service communication, data pipelines, storage choices, and supporting components such as Kafka, Hadoop, Spark, and security mechanisms.

Backend DevelopmentMicroservicesSystem Architecture

0 likes · 10 min read

Uber's Evolution from Monolith to Service‑Oriented Architecture: Design, Scaling, and Data Processing