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CORTEX-V: A cognitive reasoning toolkit for vision-based, cost-efficient layout optimization
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DOI：10.1016/j.cor.2026.107413.png)
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摘要
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• CORTEX-V: A zero-shot VLLM framework for facility layout optimization. • Achieved 32.0% material handling cost reduction in just three iterations. • Tool-augmented VLLM for iterative, constraint-compliant layout design. • Flow-prioritized visual attention enhances VLLM spatial reasoning. • CORTEX-V’s feedback loop with auto-repair ensures layout feasibility.
Keyword:
CORTEX-V
zero-shot VLLM
facility layout optimization
material handling cost reduction
constraint-compliant design
期刊
C
IF:
4.3
论文数:
254
被引数:
0
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引用论文
Hu, F.; Wang, C.; Wu, X. Generative artificial intelligence-enabled facility layout design paradigm. Appl. Sci. 2025, 15, 5697. [Google Scholar] [CrossRef]Hu, F.; Wang, C.; Wu, X. 生成式人工智能赋能的设施布局设计范式。Appl. Sci. 2025, 15, 5697. [Google Scholar] [CrossRef].png)
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