TY - JOUR
TI - Hybrid approach in learning from examples in construction process design
AU - Kończak, Aneta
AU - Pasławski, Jerzy
TI - Hybrid approach in learning from examples in construction process design
AB - 
	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.
VL - 2014
IS - Budownictwo Zeszyt 2-B (6) 2014
PY - 2014
SN - 0011-4561
C1 - 2353-737X
SP - 21
EP - 30
DO - 10.4467/2353737XCT.14.108.2558
UR - https://ejournals.eu/czasopismo/czasopismo-techniczne/artykul/hybrid-approach-in-learning-from-examples-in-construction-process-design
KW - hybrid advisory system
KW - flexibility
KW - case-based reasoning
KW - simulation
KW - abductive approach