A parallel genetic programming based intelligent miner for discovery of censored production rules with fuzzy hierarchy

Autonomous tracking of chemical plumes developed in both diffusive and turbulent airflow environments using Petri nets

“…. ., m) is represented as follows (Bharadwaj & Saroj, 2010;Brachman & Levesque, 2004;Dymova, Sevastianov, & Kaczmarek, 2012;Jaques et al, 2013).…”

Modeling of tacit knowledge in industry: Simulations on the variables of industrial processes

“…Knowledge is represented by a set of facts and production rules. Tsang and Yeung (1997) and Bharadwaj and Saroj (2010) writes that when programming is based on production rules, an inference engine is used in order to manipulate these rules. An example of production rules can be visualized in Fig.…”

A genetic algorithm approach to automated discovery of hierarchical production rules with fuzzy hierarchy

“…An Evolutionary Approach to automated discovery of Censored Production Rules with Fuzzy Hierarchy (EACPRFH) is proposed in [2]. An automated discovery of Censored Production Rule with Fuzzy Hierarchy(CPRFH) using a parallel Genetic Programming (GP) approach with two advanced genetic operators, namely; fission and fusion is proposed in [6]. They suggested fission and fusion as the special genetic operators to produce offspring from a population of HCPR-trees.…”

“…Fusion as an advanced genetic operator is a combination of two HPRFH-trees to generate one or more new HPRFH-trees [5,6]. During construction of the hierarchy a new class D new may be introduced with an appropriate label assigned in accordance with its properties using fusion operator.…”