A hybrid neuro fuzzy decision-making approach to the participants of derivatives market for fintech investors in emerging economies

Rahadian, Dadan; Firli, Anisah; Dinçer, Hasan; Yüksel, Serhat; Mikhaylov, Alexey; Ecer, Fatih

doi:10.1186/s40854-023-00563-6

Financial Innovation

Table 11 The aggregated values of QFNSs for decision degrees

From: A hybrid neuro fuzzy decision-making approach to the participants of derivatives market for fintech investors in emerging economies

	SPC	HDG	ARB
INDS	\(\left[\begin{array}{c}\sqrt{0.32}{e}^{j2\pi .0.56},\\ \sqrt{0.19}{e}^{j2\pi .0.34},\\ \sqrt{0.50}{e}^{j2\pi .0.11}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.25}{e}^{j2\pi .0.50},\\ \sqrt{0.15}{e}^{j2\pi .0.31},\\ \sqrt{0.60}{e}^{j2\pi .0.19}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.25}{e}^{j2\pi .0.50},\\ \sqrt{0.15}{e}^{j2\pi .0.31},\\ \sqrt{0.60}{e}^{j2\pi .0.19}\end{array}\right]\)
TRKY	\(\left[\begin{array}{c}\sqrt{0.30}{e}^{j2\pi .0.55},\\ \sqrt{0.19}{e}^{j2\pi .0.34},\\ \sqrt{0.51}{e}^{j2\pi .0.11}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.27}{e}^{j2\pi .0.51},\\ \sqrt{0.16}{e}^{j2\pi .0.31},\\ \sqrt{0.59}{e}^{j2\pi .0.20}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.30}{e}^{j2\pi .0.55},\\ \sqrt{0.19}{e}^{j2\pi .0.34},\\ \sqrt{0.51}{e}^{j2\pi .0.11}\end{array}\right]\)
RSSA	\(\left[\begin{array}{c}\sqrt{0.34}{e}^{j2\pi .0.58},\\ \sqrt{0.20}{e}^{j2\pi .0.35},\\ \sqrt{0.47}{e}^{j2\pi .0.11}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.32}{e}^{j2\pi .0.56},\\ \sqrt{0.19}{e}^{j2\pi .0.34},\\ \sqrt{0.50}{e}^{j2\pi .0.11}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.30}{e}^{j2\pi .0.55},\\ \sqrt{0.19}{e}^{j2\pi .0.34},\\ \sqrt{0.51}{e}^{j2\pi .0.11}\end{array}\right]\)
BRZL	\(\left[\begin{array}{c}\sqrt{0.25}{e}^{j2\pi .0.50},\\ \sqrt{0.15}{e}^{j2\pi .0.31},\\ \sqrt{0.60}{e}^{j2\pi .0.19}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.24}{e}^{j2\pi .0.48},\\ \sqrt{0.14}{e}^{j2\pi .0.30},\\ \sqrt{0.62}{e}^{j2\pi .0.22}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.25}{e}^{j2\pi .0.50},\\ \sqrt{0.15}{e}^{j2\pi .0.31},\\ \sqrt{0.60}{e}^{j2\pi .0.19}\end{array}\right]\)
INDA	\(\left[\begin{array}{c}\sqrt{0.34}{e}^{j2\pi .0.58},\\ \sqrt{0.20}{e}^{j2\pi .0.35},\\ \sqrt{0.47}{e}^{j2\pi .0.11}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.25}{e}^{j2\pi .0.50},\\ \sqrt{0.15}{e}^{j2\pi .0.31},\\ \sqrt{0.60}{e}^{j2\pi .0.19}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.29}{e}^{j2\pi .0.53},\\ \sqrt{0.18}{e}^{j2\pi .0.33},\\ \sqrt{0.54}{e}^{j2\pi .0.14}\end{array}\right]\)
MXCO	\(\left[\begin{array}{c}\sqrt{0.30}{e}^{j2\pi .0.55},\\ \sqrt{0.19}{e}^{j2\pi .0.34},\\ \sqrt{0.51}{e}^{j2\pi .0.11}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.25}{e}^{j2\pi .0.50},\\ \sqrt{0.15}{e}^{j2\pi .0.31},\\ \sqrt{0.60}{e}^{j2\pi .0.19}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.32}{e}^{j2\pi .0.56},\\ \sqrt{0.19}{e}^{j2\pi .0.34},\\ \sqrt{0.50}{e}^{j2\pi .0.11}\end{array}\right]\)
CHNA	\(\left[\begin{array}{c}\sqrt{0.31}{e}^{j2\pi .0.56},\\ \sqrt{0.19}{e}^{j2\pi .0.34},\\ \sqrt{0.50}{e}^{j2\pi .0.10}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.36}{e}^{j2\pi .0.60},\\ \sqrt{0.22}{e}^{j2\pi .0.37},\\ \sqrt{0.42}{e}^{j2\pi .0.03}\end{array}\right]\)	\(\left[\begin{array}{c}\sqrt{0.29}{e}^{j2\pi .0.53},\\ \sqrt{0.18}{e}^{j2\pi .0.33},\\ \sqrt{0.54}{e}^{j2\pi .0.14}\end{array}\right]\)

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