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Hybrid approach in learning from examples in construction process design

100%

Kończak A., Pasławski J.

Czasopismo Techniczne

This paper presents options for implementing an advisory system to support production processes in the construction sector. With case-based reasoning methods (implementation of learning from examples) and simulation, an advisory system can be built on the foundation of a knowledge base, being a systematic collection of information aimed at the advancement of construction processes on site. Based on the evaluation of studied process results acquired in specified conditions (using the abductive approach), options are proposed for new case design engineering. The paper presents an example of application of case-based reasoning in delivering ready-mixed concrete to a large construction site from two batching plants.

Flexible designing of a road infrastructure example

81%

Kośmieja M., Gajzler M., Pasławski J.

Czasopismo Techniczne

The paper presents the idea of flexible design in the construction sector. Guidelines of the evaluation of a road infrastructure were discussed based on JASPERS Blue Book. An idea of how to proceed is presented through infrastructure projects concerned with economic efficiency analysis using a flexible approach. Moreover, the issue of flexibility is presented using the POZNAN BY-PASS A2 as the example of infrastructure, to which efficiency analysis was applied to variant solutions.

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2 Czasopismo Techniczne

2 2015

2 Pasławski J.

1 Gajzler M.

1 Kończak A.

1 Kośmieja M.

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Hybrid approach in learning from examples in construction process design

Flexible designing of a road infrastructure example