Explaining Genetic Programming-Evolved Routing Policies for Uncertain Capacitated Arc Routing Problems

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Title

Explaining Genetic Programming-Evolved Routing Policies for Uncertain Capacitated Arc Routing Problems

Content partner

Victoria University of Wellington

Collection

Open Access Victoria University of Wellington

Description

—Genetic programming (GP) has been successfully used to evolve routing policies that can make real-time routing decisions for uncertain arc routing problems. Although the evolved routing policies are highly effective, they are typically very large and complex, and hard to be understood and trusted by real users. Existing studies have attempted to improve the interpretability by developing new GP approaches to evolve both effective and interpretable (e.g., with smaller program size) routing po...

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Format

Research paper

Research format

Scholarly text / Journal article

Date created

2024

Creator

Shaolin Wang / Yi Mei / Mengjie Zhang

URL

https://figshare.com/articles/journal_contribution/Explaining_Genetic_Programming-Evolved_Routing...

Related subjects

Electrical engineering / Electronics, sensors and digital hardware / Information and computing sciences / Artificial intelligence / Image processing / Data management and data science / Information systems / Data Management and Data Science / Information and Computing Sciences / Artificial Intelligence / Quality Education / Artificial Intelligence & Image Processing

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