A knowledge base approach for efficient home floor plan generation applying polygon based representation

R. Rajapaksha, K. G. T. Jayawardena, S. Fernando
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Abstract

Generation of home plans based on several attributes like constraints and preferences is an interesting research area. Most related research works on floor plan generation do not always adhere to the necessary constraints such as reachability, connectivity and different shaping. This paper presents a novel and flexible technique for generating floor plans subject to minimum geometrical requirements, architectural and legal attributes by showing generated floor plans for different shaped designs with satisfying set of attributes. Since there are number of possible combinations to generate a floor plan, it is really a challenging task to figure out the optimum solution for a particular scenario. Rather than evaluating the floor plan after applying a set of attributes, system checks whether the floor plan satisfies the requirements, while generating the floor plan inside a single rule in knowledgebase. The proposed model would result in minimizing the number of attributes associated with the most important features in architectural home designing, significant reduction in designing costs and release of human labor. The main feature of the proposed system is its representation power since it is not limited to representing just rectangular shaped floor plans. In totality, this tends to increase customer satisfaction as a final goal of the system. Furthermore the method is efficient and easy to implement and integrate into the larger context of modeling of home plans.
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一种基于多边形表示的高效住宅平面图生成知识库方法
基于约束条件和偏好等几个属性生成住宅规划是一个有趣的研究领域。大多数有关平面图生成的研究工作并不总是遵循可达性、连通性和不同形状等必要的约束条件。本文提出了一种新颖而灵活的生成平面图的技术,通过显示具有满足属性集的不同形状设计的生成平面图来满足最小的几何要求、建筑属性和法律属性。由于有许多可能的组合来生成平面图,因此为特定场景找出最佳解决方案确实是一项具有挑战性的任务。系统不是在应用一组属性后评估平面图,而是检查平面图是否满足需求,同时在知识库中的单个规则中生成平面图。所提出的模型将导致与建筑家居设计中最重要的特征相关的属性数量最小化,显著降低设计成本并释放人力。该系统的主要特点是它的代表性,因为它不仅限于代表矩形的平面图。总的来说,这倾向于将提高客户满意度作为系统的最终目标。此外,该方法效率高,易于实现,并可集成到更大的家庭规划建模环境中。
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