For \(p = 0\) and \(f(x) = 1\), this function is constant and positive.
For \(p = 1\) and \(f(x) = x\), this function is affine, increasing, and the same sign as \(x\).
For \(p = 2,4,8,\ldots\) and \(f(x) = |x|^p\), this function is convex, positive, with signed monotonicity.
-For \(p < 0\) and \(f(x) = \)
\(x^p\) for \(x > 0\)
-
\(+\infty\)\(x \leq 0\)
-
, this function is convex, decreasing, and positive.
-For \(0 < p < 1\) and \(f(x) =\)
\(x^p\) for \(x \geq 0\)
-
\(-\infty\)\(x < 0\)
-
, this function is concave, increasing, and positivea.
-For \(p > 1, p \neq 2,4,8,\ldots\) and \(f(x) = \)
\(x^p\) for \(x \geq 0\)
-
\(+\infty\)\(x < 0\)
-
, this function is convex, increasing, and positive.
+For \(p < 0\) and \(f(x) = \)
\(x^p\)
+
for \(x > 0\)
+
+
\(+\infty\)
+
\(x \leq 0\)
+
+
+
, this function is convex, decreasing, and positive.
+For \(0 < p < 1\) and \(f(x) =\)
\(x^p\)
+
for \(x \geq 0\)
+
+
\(-\infty\)
+
\(x < 0\)
+
+
+
, this function is concave, increasing, and positivea.
+For \(p > 1, p \neq 2,4,8,\ldots\) and \(f(x) = \)
\(x^p\)
+
for \(x \geq 0\)
+
+
\(+\infty\)
+
\(x < 0\)
+
+
+
, this function is convex, increasing, and positive.
diff --git a/docs/reference/problem-parts.html b/docs/reference/problem-parts.html
index 3bb1f902..0d97b2c1 100644
--- a/docs/reference/problem-parts.html
+++ b/docs/reference/problem-parts.html
@@ -1,5 +1,5 @@
-Parts of a Problem — problem-parts • CVXRParts of a Problem — problem-parts • CVXR
diff --git a/docs/reference/prod_entries.html b/docs/reference/prod_entries.html
index d079ff74..eab3eeff 100644
--- a/docs/reference/prod_entries.html
+++ b/docs/reference/prod_entries.html
@@ -1,5 +1,5 @@
-Product of Entries — prod_entries • CVXRProduct of Entries — prod_entries • CVXR
diff --git a/docs/reference/project-methods.html b/docs/reference/project-methods.html
index 076c439a..8686eb3d 100644
--- a/docs/reference/project-methods.html
+++ b/docs/reference/project-methods.html
@@ -1,6 +1,6 @@
Project Value — project-methods • CVXR
diff --git a/docs/reference/psd_coeff_offset.html b/docs/reference/psd_coeff_offset.html
index 8c44661b..1b83ebfd 100644
--- a/docs/reference/psd_coeff_offset.html
+++ b/docs/reference/psd_coeff_offset.html
@@ -1,5 +1,5 @@
-Given a problem returns a PSD constraint — psd_coeff_offset • CVXRGiven a problem returns a PSD constraint — psd_coeff_offset • CVXR
diff --git a/docs/reference/psolve.html b/docs/reference/psolve.html
index e4b56e9f..01f843fb 100644
--- a/docs/reference/psolve.html
+++ b/docs/reference/psolve.html
@@ -1,5 +1,5 @@
-Solve a DCP Problem — psolve • CVXRSolve a DCP Problem — psolve • CVXR
diff --git a/docs/reference/quad_form.html b/docs/reference/quad_form.html
index a1df6d13..eaeeeb66 100644
--- a/docs/reference/quad_form.html
+++ b/docs/reference/quad_form.html
@@ -1,5 +1,5 @@
-Quadratic Form — quad_form • CVXRQuadratic Form — quad_form • CVXR
diff --git a/docs/reference/quad_over_lin.html b/docs/reference/quad_over_lin.html
index bc66545b..c4c2833a 100644
--- a/docs/reference/quad_over_lin.html
+++ b/docs/reference/quad_over_lin.html
@@ -1,5 +1,5 @@
-Quadratic over Linear — quad_over_lin • CVXRQuadratic over Linear — quad_over_lin • CVXR
diff --git a/docs/reference/reduce.html b/docs/reference/reduce.html
index fd59d5a0..cf9e20c2 100644
--- a/docs/reference/reduce.html
+++ b/docs/reference/reduce.html
@@ -1,5 +1,5 @@
-Reduce a Problem — reduce • CVXRReduce a Problem — reduce • CVXR
diff --git a/docs/reference/resetOptions.html b/docs/reference/resetOptions.html
index fdda0361..e56539d3 100644
--- a/docs/reference/resetOptions.html
+++ b/docs/reference/resetOptions.html
@@ -1,5 +1,5 @@
-Reset Options — resetOptions • CVXRReset Options — resetOptions • CVXR
diff --git a/docs/reference/reshape_expr.html b/docs/reference/reshape_expr.html
index 0cea2e1d..9afc0ebe 100644
--- a/docs/reference/reshape_expr.html
+++ b/docs/reference/reshape_expr.html
@@ -1,5 +1,5 @@
-Reshape an Expression — reshape_expr • CVXRReshape an Expression — reshape_expr • CVXR
diff --git a/docs/reference/residual-methods.html b/docs/reference/residual-methods.html
index a2c45be9..1780740e 100644
--- a/docs/reference/residual-methods.html
+++ b/docs/reference/residual-methods.html
@@ -1,6 +1,6 @@
Constraint Residual — residual-methods • CVXR
diff --git a/docs/reference/retrieve.html b/docs/reference/retrieve.html
index 6797469a..953e01b0 100644
--- a/docs/reference/retrieve.html
+++ b/docs/reference/retrieve.html
@@ -1,5 +1,5 @@
-Retrieve Solution — retrieve • CVXRRetrieve Solution — retrieve • CVXR
diff --git a/docs/reference/scaled_lower_tri.html b/docs/reference/scaled_lower_tri.html
index 88e2fdd1..a53aff94 100644
--- a/docs/reference/scaled_lower_tri.html
+++ b/docs/reference/scaled_lower_tri.html
@@ -1,5 +1,5 @@
-Utility methods for special handling of semidefinite constraints. — scaled_lower_tri • CVXRUtility methods for special handling of semidefinite constraints. — scaled_lower_tri • CVXR
diff --git a/docs/reference/scalene.html b/docs/reference/scalene.html
index 803af02d..afe6ebdf 100644
--- a/docs/reference/scalene.html
+++ b/docs/reference/scalene.html
@@ -1,6 +1,6 @@
Scalene Function — scalene • CVXR
diff --git a/docs/reference/setIdCounter.html b/docs/reference/setIdCounter.html
index 9a92d1fc..e6a2398d 100644
--- a/docs/reference/setIdCounter.html
+++ b/docs/reference/setIdCounter.html
@@ -1,5 +1,5 @@
-Set ID Counter — setIdCounter • CVXRSet ID Counter — setIdCounter • CVXR
diff --git a/docs/reference/sigma_max.html b/docs/reference/sigma_max.html
index 1c9382c1..dde8d00c 100644
--- a/docs/reference/sigma_max.html
+++ b/docs/reference/sigma_max.html
@@ -1,5 +1,5 @@
-Maximum Singular Value — sigma_max • CVXRMaximum Singular Value — sigma_max • CVXR
diff --git a/docs/reference/sign-methods.html b/docs/reference/sign-methods.html
index 8d5a3e28..9ddf555a 100644
--- a/docs/reference/sign-methods.html
+++ b/docs/reference/sign-methods.html
@@ -1,5 +1,5 @@
-Sign Properties — sign-methods • CVXRSign Properties — sign-methods • CVXR
diff --git a/docs/reference/sign.html b/docs/reference/sign.html
index d68f5f58..87cd9a91 100644
--- a/docs/reference/sign.html
+++ b/docs/reference/sign.html
@@ -1,5 +1,5 @@
-Sign of Expression — sign,Expression-method • CVXRSign of Expression — sign,Expression-method • CVXR
diff --git a/docs/reference/sign_from_args.html b/docs/reference/sign_from_args.html
index a252874e..b58f46b7 100644
--- a/docs/reference/sign_from_args.html
+++ b/docs/reference/sign_from_args.html
@@ -1,5 +1,5 @@
-Atom Sign — sign_from_args • CVXRAtom Sign — sign_from_args • CVXR
diff --git a/docs/reference/size-methods.html b/docs/reference/size-methods.html
index 0acc3e2a..c66c9c5d 100644
--- a/docs/reference/size-methods.html
+++ b/docs/reference/size-methods.html
@@ -1,5 +1,5 @@
-Size Properties — size-methods • CVXRSize Properties — size-methods • CVXR
diff --git a/docs/reference/size.html b/docs/reference/size.html
index fc1796dc..58a63c4d 100644
--- a/docs/reference/size.html
+++ b/docs/reference/size.html
@@ -1,5 +1,5 @@
-Size of Expression — size • CVXRSize of Expression — size • CVXR
diff --git a/docs/reference/sqrt.html b/docs/reference/sqrt.html
index c4a19e86..94829109 100644
--- a/docs/reference/sqrt.html
+++ b/docs/reference/sqrt.html
@@ -1,5 +1,5 @@
-Square Root — sqrt,Expression-method • CVXRSquare Root — sqrt,Expression-method • CVXR
diff --git a/docs/reference/square.html b/docs/reference/square.html
index 6ff4b7f6..52ce8c4e 100644
--- a/docs/reference/square.html
+++ b/docs/reference/square.html
@@ -1,5 +1,5 @@
-Square — square,Expression-method • CVXRSquare — square,Expression-method • CVXR
diff --git a/docs/reference/sum_entries.html b/docs/reference/sum_entries.html
index 7b9cc88c..c40ff0eb 100644
--- a/docs/reference/sum_entries.html
+++ b/docs/reference/sum_entries.html
@@ -1,5 +1,5 @@
-Sum of Entries — sum_entries • CVXRSum of Entries — sum_entries • CVXR
diff --git a/docs/reference/sum_largest.html b/docs/reference/sum_largest.html
index bbead1f2..3495f913 100644
--- a/docs/reference/sum_largest.html
+++ b/docs/reference/sum_largest.html
@@ -1,5 +1,5 @@
-Sum of Largest Values — sum_largest • CVXRSum of Largest Values — sum_largest • CVXR
diff --git a/docs/reference/sum_smallest.html b/docs/reference/sum_smallest.html
index e69c549e..7ff31005 100644
--- a/docs/reference/sum_smallest.html
+++ b/docs/reference/sum_smallest.html
@@ -1,5 +1,5 @@
-Sum of Smallest Values — sum_smallest • CVXRSum of Smallest Values — sum_smallest • CVXR
diff --git a/docs/reference/sum_squares.html b/docs/reference/sum_squares.html
index 88844e7f..73543c32 100644
--- a/docs/reference/sum_squares.html
+++ b/docs/reference/sum_squares.html
@@ -1,5 +1,5 @@
-Sum of Squares — sum_squares • CVXRSum of Squares — sum_squares • CVXR
diff --git a/docs/reference/to_numeric.html b/docs/reference/to_numeric.html
index 4c22f236..e9c0492e 100644
--- a/docs/reference/to_numeric.html
+++ b/docs/reference/to_numeric.html
@@ -1,5 +1,5 @@
-Numeric Value of Atom — to_numeric • CVXRNumeric Value of Atom — to_numeric • CVXR
diff --git a/docs/reference/transpose.html b/docs/reference/transpose.html
index 0be378e0..e84ea2ba 100644
--- a/docs/reference/transpose.html
+++ b/docs/reference/transpose.html
@@ -1,5 +1,5 @@
-Matrix Transpose — t.Expression • CVXRMatrix Transpose — t.Expression • CVXR
diff --git a/docs/reference/tri_to_full.html b/docs/reference/tri_to_full.html
index b24e18ae..6ec99aed 100644
--- a/docs/reference/tri_to_full.html
+++ b/docs/reference/tri_to_full.html
@@ -1,5 +1,5 @@
-Expands lower triangular to full matrix. — tri_to_full • CVXRExpands lower triangular to full matrix. — tri_to_full • CVXR
diff --git a/docs/reference/tv.html b/docs/reference/tv.html
index 13346684..15ac66ae 100644
--- a/docs/reference/tv.html
+++ b/docs/reference/tv.html
@@ -1,5 +1,5 @@
-Total Variation — tv • CVXRTotal Variation — tv • CVXR
diff --git a/docs/reference/unpack_results.html b/docs/reference/unpack_results.html
index f2cc2351..f99c5845 100644
--- a/docs/reference/unpack_results.html
+++ b/docs/reference/unpack_results.html
@@ -1,5 +1,5 @@
-Parse output from a solver and updates problem state — unpack_results • CVXRParse output from a solver and updates problem state — unpack_results • CVXR
diff --git a/docs/reference/upper_tri.html b/docs/reference/upper_tri.html
index 1c73b284..a2d56c58 100644
--- a/docs/reference/upper_tri.html
+++ b/docs/reference/upper_tri.html
@@ -1,5 +1,5 @@
-Upper Triangle of a Matrix — upper_tri • CVXRUpper Triangle of a Matrix — upper_tri • CVXR
diff --git a/docs/reference/validate_args.html b/docs/reference/validate_args.html
index 441998b2..25701412 100644
--- a/docs/reference/validate_args.html
+++ b/docs/reference/validate_args.html
@@ -1,5 +1,5 @@
-Validate Arguments — validate_args • CVXRValidate Arguments — validate_args • CVXR
diff --git a/docs/reference/validate_val.html b/docs/reference/validate_val.html
index 344b2322..42111beb 100644
--- a/docs/reference/validate_val.html
+++ b/docs/reference/validate_val.html
@@ -1,5 +1,5 @@
-Validate Value — validate_val • CVXRValidate Value — validate_val • CVXR
diff --git a/docs/reference/value-methods.html b/docs/reference/value-methods.html
index c5b841c9..f7b04b01 100644
--- a/docs/reference/value-methods.html
+++ b/docs/reference/value-methods.html
@@ -1,5 +1,5 @@
-Get or Set Value — value-methods • CVXRGet or Set Value — value-methods • CVXR
diff --git a/docs/reference/vec.html b/docs/reference/vec.html
index ffcbe637..54be41e5 100644
--- a/docs/reference/vec.html
+++ b/docs/reference/vec.html
@@ -1,5 +1,5 @@
-Vectorization of a Matrix — vec • CVXRVectorization of a Matrix — vec • CVXR
diff --git a/docs/reference/vectorized_lower_tri_to_mat.html b/docs/reference/vectorized_lower_tri_to_mat.html
index 04f992a2..475cf2bb 100644
--- a/docs/reference/vectorized_lower_tri_to_mat.html
+++ b/docs/reference/vectorized_lower_tri_to_mat.html
@@ -1,5 +1,5 @@
-Turns symmetric 2D array into a lower triangular matrix — vectorized_lower_tri_to_mat • CVXRTurns symmetric 2D array into a lower triangular matrix — vectorized_lower_tri_to_mat • CVXR
diff --git a/docs/reference/vstack.html b/docs/reference/vstack.html
index a860de52..4aaf7c18 100644
--- a/docs/reference/vstack.html
+++ b/docs/reference/vstack.html
@@ -1,5 +1,5 @@
-Vertical Concatenation — vstack • CVXRVertical Concatenation — vstack • CVXR
diff --git a/man/figures/logo.png b/man/figures/logo.png
deleted file mode 100644
index a47016aa..00000000
Binary files a/man/figures/logo.png and /dev/null differ
diff --git a/man/figures/logo.svg b/man/figures/logo.svg
deleted file mode 100644
index 4a694ffc..00000000
--- a/man/figures/logo.svg
+++ /dev/null
@@ -1,1847 +0,0 @@
-
-
-
diff --git a/man/huber.Rd b/man/huber.Rd
index 15d69d64..7fe39a5a 100644
--- a/man/huber.Rd
+++ b/man/huber.Rd
@@ -16,8 +16,8 @@ huber(x, M = 1)
An \linkS4class{Expression} representing the Huber function evaluated at the input.
}
\description{
-The elementwise Huber function, \eqn{Huber(x, M) = }
-\itemize{
+The elementwise Huber function, \eqn{Huber(x, M) = 1}
+\describe{
\item{\eqn{2M|x|-M^2}}{for \eqn{|x| \geq |M|}}
\item{\eqn{|x|^2}}{for \eqn{|x| \leq |M|.}}
}
diff --git a/man/perform.Rd b/man/perform.Rd
index 8c9342cf..0381c418 100644
--- a/man/perform.Rd
+++ b/man/perform.Rd
@@ -14,7 +14,7 @@ perform(object, problem)
}
\value{
A list containing
-\itemize{
+\describe{
\item{"problem"}{A \linkS4class{Problem} or list representing the equivalent problem.}
\item{"inverse_data"}{A \linkS4class{InverseData} or list containing the data needed to invert this particular reduction.}
}
diff --git a/man/power.Rd b/man/power.Rd
index a987186f..b65f5792 100644
--- a/man/power.Rd
+++ b/man/power.Rd
@@ -31,17 +31,17 @@ For \eqn{p = 0} and \eqn{f(x) = 1}, this function is constant and positive.
For \eqn{p = 1} and \eqn{f(x) = x}, this function is affine, increasing, and the same sign as \eqn{x}.
For \eqn{p = 2,4,8,\ldots} and \eqn{f(x) = |x|^p}, this function is convex, positive, with signed monotonicity.
For \eqn{p < 0} and \eqn{f(x) = }
-\itemize{
+\describe{
\item{\eqn{x^p}}{ for \eqn{x > 0}}
\item{\eqn{+\infty}}{\eqn{x \leq 0}}
}, this function is convex, decreasing, and positive.
For \eqn{0 < p < 1} and \eqn{f(x) =}
-\itemize{
+\describe{
\item{\eqn{x^p}}{ for \eqn{x \geq 0}}
\item{\eqn{-\infty}}{\eqn{x < 0}}
}, this function is concave, increasing, and positivea.
For \eqn{p > 1, p \neq 2,4,8,\ldots} and \eqn{f(x) = }
-\itemize{
+\describe{
\item{\eqn{x^p}}{ for \eqn{x \geq 0}}
\item{\eqn{+\infty}}{\eqn{x < 0}}
}, this function is convex, increasing, and positive.