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Table 3 Determination of the optimal level of plant growth regulators and callus types for maximizing indirect shoot regeneration responses through genetic algorithm

From: Prediction and optimization of indirect shoot regeneration of Passiflora caerulea using machine learning and optimization algorithms

Fitness function

Callus type

BAP

(mg/L)

KIN

(mg/L)

TDZ

(mg/L)

PUT

(mg/L)

IBA

(mg/L)

Predicted-optimized outcome

Regeneration rate (%)

Node

0.77

0.00

0.00

2.41

0.06

100

Shoot number

Node

0.76

0.00

0.00

0.96

0.08

8.75

Shoot length (cm)

Node

0.002

0.007

0.500

1.006

0.172

3.100

  1. BAP: 6-benzylaminopurine; IBA: indole-3-butyric acid; KIN: kinetin; PUT: putrescine; TDZ: thidiazuron.