Since , a level can occur only for . Taking its natural logarithm gives . Thus produces rectangular hyperbolas in the first and third quadrants, produces them in the second and fourth quadrants, and consists of both coordinate axes.
The gradient vanishes only at , where . The Hessian matrix there is , with negative determinant. Equivalently, while for nonzero small . Hence the only stationary point is a saddle point at on the graph; its location in the contour plane is the origin.
Figure 1.
Contours of the exponential of xy, showing the unique saddle at the origin
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The specified unit vector is ; the positive component selects that direction. The gradient is , giving at the point. The directional derivative is therefore
For , the exponential definitions of the hyperbolic functions give and . Taking reciprocals of these positive quantities proves . Also for , so division by the positive gives . Combining,
At the first endpoint, the Cartesian coordinates are , so its great circle must have . At the second endpoint, the plane condition gives . Since , an equivalent regular plane equation is
Where , divide by to obtain
The regular implicit equation includes the equatorial first endpoint; the tangent form is undefined there and must be read by a limit. The shorter connecting arc of this great circle is the shortest path. The endpoints are not antipodal, so this shorter arc is unique. For example, the central angle is , giving spherical distance .
A plane through the origin has equation for some nonzero normal . Dividing that normal by its Euclidean norm makes without changing the plane. Substitute the spherical coordinates from (a) and cancel the nonzero radius:
Its intersection with the sphere is the desired great circle; changing the sign of all three coefficients describes the same circle.
Hold fixed and differentiate the position vector . Its coordinate tangent vectors are
Their dot product is zero, and their squared Euclidean norms are and . To first order, the displacement is . Squaring gives
This is the line element on a sphere. The chord distance and the short surface arc length agree to the order retained here.
Using the physics convention for spherical coordinates, the polar angle is measured from positive and the azimuth from positive toward positive . The Cartesian coordinates are
At the stated point, the radial distance is , so and . Differentiate the parametric curve:
At , these are and . Since , the tangent line has finite slope
The distance from the origin is . The direction angle, measured counterclockwise from the positive horizontal axis, is modulo . Thus the path is an Archimedean spiral, turning clockwise through two complete revolutions as its radius decreases linearly from to zero.
It starts at , reaches at , crosses at , returns to the positive vertical axis at when , and ends at the origin when . These crossings fix both the scale and direction of the sketch.
Figure 1.
Two clockwise inward turns of the spiral, with time-direction arrows and selected axis crossings
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For , logarithmic differentiation gives
Since , the derivative vanishes precisely when . Hence
The derivative is positive before and negative after , so this is a global maximum on the given positive domain.
Differentiating the hyperbolic cosine with the chain rule gives . For real , , so the only zero of the derivative is , namely . Thus
Since , this stationary point is the global minimum.

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