[HTML][HTML] An implementation of a reinforcement learning based algorithm for factory layout planning
Factory layout planning is a recurring and time consuming process since multiple often
conflicting planning objectives have to be considered simultaneously. Inadequately planned …
conflicting planning objectives have to be considered simultaneously. Inadequately planned …
A novel facility layout planning and optimization methodology
S Jiang, AYC Nee - CIRP Annals, 2013 - Elsevier
This paper presents a novel factory planning system for real-time on-site facility layout
planning (FLP). Two facility layout planning modules are supported, viz., manual and …
planning (FLP). Two facility layout planning modules are supported, viz., manual and …
Modified genetic algorithms for solving facility layout problems
A facility layout design is one of the most commonly faced problems in the manufacturing
sectors. The problem is mixed-integer in nature and usually an NP-hard problem. Due to …
sectors. The problem is mixed-integer in nature and usually an NP-hard problem. Due to …
Understanding the relationship between interactive optimisation and visual analytics in the context of prostate brachytherapy
The fields of operations research and computer science have long sought to find automatic
solver techniques that can find high-quality solutions to difficult real-world optimisation …
solver techniques that can find high-quality solutions to difficult real-world optimisation …
User-driven automation for optimal thermal-zone layout during space programming phases
H Yi - Architectural Science Review, 2016 - Taylor & Francis
Although environmental performance-based methodologies are increasingly considered in
the early design stages due to their potential for improving the final building performance …
the early design stages due to their potential for improving the final building performance …
Efficient multi-objective simulated annealing algorithm for interactive layout problems
This paper presents an efficient simulated annealing algorithm for solving multi-objective
layout problems where several rectangular components are placed, respecting non-overlap …
layout problems where several rectangular components are placed, respecting non-overlap …
Integrated building envelope design process combining parametric modelling and multi-objective optimization
D Hou, G Liu, Q Zhang, L Wang, R Dang - Transactions of Tianjin …, 2017 - Springer
As an important element in sustainable building design, the building envelope has been
witnessing a constant shift in the design approach. Integrating multi-objective optimization …
witnessing a constant shift in the design approach. Integrating multi-objective optimization …
Integrated and interactive method for solving layout optimization problems
Having a significant impact on the design of many products and industrial systems, such as
the subdivision of a ship, the layout of facilities in a plant or further still the assembly of parts …
the subdivision of a ship, the layout of facilities in a plant or further still the assembly of parts …
Customer sentiment appraisal from user-generated product reviews: a domain independent heuristic algorithm
Social media give new opportunities in customer survey and market survey for design
inspiration with comments posted online by users spontaneously, in an oral-near language …
inspiration with comments posted online by users spontaneously, in an oral-near language …
Research on the intelligent layout method of ship multi-deck cabins based on improved SLP and GMBOA
Y Wang, Y Gu, X Zhang, K Li, G Guan - Ocean Engineering, 2024 - Elsevier
This work deals with the ship multi-deck cabin layout (SMCL) problem, aiming to provide
insights for the application of intelligent design techniques in the field of shipbuilding. Based …
insights for the application of intelligent design techniques in the field of shipbuilding. Based …