Toward Evolving Dispatching Rules With Flow Control Operations By Grammar-Guided Linear Genetic Programming

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Title

Toward Evolving Dispatching Rules With Flow Control Operations By Grammar-Guided Linear Genetic Programming

Content partner

Victoria University of Wellington

Collection

Open Access Victoria University of Wellington

Description

Linear genetic programming (LGP) has been successfully applied to dynamic job shop scheduling (DJSS) to automatically evolve dispatching rules. Flow control operations are crucial in concisely describing complex knowledge of dispatching rules, such as different dispatching rules in different conditions. However, existing LGP methods for DJSS have not fully considered the use of flow control operations. They simply included flow control operations in their primitive set, which inevitably leads...

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Format

Research paper

Research format

Scholarly text / Journal article

Date created

2024

Creator

Zhixing Huang / Yi Mei / Fangfang Zhang / Mengjie Zhang

URL

https://figshare.com/articles/journal_contribution/Toward_Evolving_Dispatching_Rules_With_Flow_Co...

Related subjects

Information and computing sciences / Artificial intelligence / Information and Computing Sciences / Artificial Intelligence / Artificial Intelligence & Image Processing

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