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THE CONSCIOUSNESS ATLAS
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ConsciousnessLearn · Explore · Joseph Anady

Concave quadratic utility

Completing the square gives U(x,y)=x²−(y−x)². For a fixed x, the utility decreases with squared distance from y=x and has a unique maximum over real y at that point. This supplies the exact optimization problem used to explain the Athena signature.

Implementation mathematicsSource recovered; runtime not executed
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gh-eq-c4a3f20dee9dc7cfsource-comment-equation
Simplified:findmaxofutilityfunctionU(x,y)=−y2+2xySimplified: find max of utility function U(x,y) = -y² + 2xy

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Completing the square gives U(x,y)=x²−(y−x)². For a fixed x, the utility decreases with squared distance from y=x and has a unique maximum over real y at that point. This supplies the exact optimization problem used to explain the Athena signature.

Terms & definitions

TermMeaning in this source
x

Fixed utility parameter

y

Decision variable

How it works

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Original context

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		sum += an * math.Sin(float64(n)*math.Pi*x)
	}
	return sum
}

// FAthena: F_Athena(x) = argmax_y U(x,y) (Strategy - utility maximization)
func FAthena(x float64) float64 {
	// Simplified: find max of utility function U(x,y) = -y² + 2xy
	// argmax_y: dU/dy = -2y + 2x = 0 => y* = x
	// U(x, x) = -x² + 2x² = x²
	return x * x
}

// FApollo: F_Apollo(x) = φ^x + φ^{-x} (Mathematics - golden ratio)
func FApollo(x float64) float64 {
	return math.Pow(PHI, x) + math.Pow(PHI, -x)
}
Exact original notation
Simplified: find max of utility function U(x,y) = -y² + 2xy

Related builds

Sources & provenance

01
Go sixteen-family functional signatures
Lines 97–97 · 33aa84f2aa61
02
Go sixteen-family functional signatures
Lines 97–97 · 33aa84f2aa61

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