Search Results for author: Soo Ling Lim

Found 5 papers, 3 papers with code

SCAPE: Searching Conceptual Architecture Prompts using Evolution

1 code implementation31 Jan 2024 Soo Ling Lim, Peter J Bentley, Fuyuki Ishikawa

Conceptual architecture involves a highly creative exploration of novel ideas, often taken from other disciplines as architects consider radical new forms, materials, textures and colors for buildings.

Evolutionary Algorithms

Using a Variational Autoencoder to Learn Valid Search Spaces of Safely Monitored Autonomous Robots for Last-Mile Delivery

1 code implementation6 Mar 2023 Peter J. Bentley, Soo Ling Lim, Paolo Arcaini, Fuyuki Ishikawa

We also show that when COIL has learned its latent representation, it can optimize 10% faster than the GA, making it a good choice for daily re-optimization of robots where delivery requests for each day are allocated to robots while maintaining safe numbers of robots running at once.

valid

The Agent-based Modelling for Human Behaviour Special Issue

no code implementations3 Feb 2023 Soo Ling Lim, Peter J. Bentley

If human societies are so complex, then how can we hope to understand them?

Artificial Life

Kill Chaos with Kindness: Agreeableness Improves Team Performance Under Uncertainty

no code implementations9 Aug 2022 Soo Ling Lim, Peter J. Bentley, Randall S. Peterson, Xiaoran Hu, JoEllyn Prouty McLaren

Our finding is that the dependency between team performance and Agreeableness is moderated by task uncertainty.

valid

COIL: Constrained Optimization in Learned Latent Space: Learning Representations for Valid Solutions

1 code implementation4 Feb 2022 Peter J Bentley, Soo Ling Lim, Adam Gaier, Linh Tran

Constrained optimization problems can be difficult because their search spaces have properties not conducive to search, e. g., multimodality, discontinuities, or deception.

Evolutionary Algorithms valid

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