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Journal of Computational Design and Engineering • Vol 11 • No 3
Reimagining space layout design through deep reinforcement learning
2024
Abstract Space layout design is a critical aspect of architectural design, influencing functionality and aesthetics. The inherent combinatorial nature of layout design poses challenges for traditional planning approaches; thus, it demands the exploration of n…
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Software Engineering

Engineering approach to software development

Software engineering is a branch of both computer science and engineering focused on designing, developing, testing, and maintaining software applications. It involves applying engineering principles and computer programming expertise to develop software systems that meet user needs.

The terms programmer and coder overlap software engineer , but they imply only the construction aspect of a typical software engineer workload.

A software engineer applies a software development process, which involves defining, implementing, testing, managing, and maintaining software systems, as well as developing the software development process itself.

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Journal of Computational Design and Engineering • Vol 11 • No 3
Reimagining space layout design through deep reinforcement learning
2024
Abstract Space layout design is a critical aspect of architectural design, influencing functionality and aesthetics. The inherent combinatorial nature of layout design poses challenges for traditional planning approaches; thus, it demands the exploration of novel methods. This paper presents a novel framework that leverages the potential of deep reinforcement learning (RL) algorithms to optimize space layouts. RL has demonstrated remarkable success in addressing complex decision-making problems, yet its applicatio…
Click Software Engineering Vs:
Reinforcement Learning
Computer Science
Process (Computing)
Generative Design
Architecture
Systems Engineering
Human–Computer Interaction
Artificial Intelligence
Engineering
Click Software Engineering Vs:
Programming Language
Visual Arts
Composite Material
Art
Compressive Strength
Materials Science
Mechanical Engineering
Performance Indicator
Operations Management