Abstract
For every convex disk \(K\) (a convex compact subset of the plane, with non-void interior), the packing density \(\delta (K)\) and covering density \({\vartheta (K)}\) form an ordered pair of real numbers, i.e., a point in \(\mathbb{R }^2\). The set \(\varOmega \) consisting of points assigned this way to all convex disks is the subject of this article. A few known inequalities on \(\delta (K)\) and \({\vartheta (K)}\) jointly outline a relatively small convex polygon \(P\) that contains \(\varOmega \), while the exact shape of \(\varOmega \) remains a mystery. Here we describe explicitly a leaf-shaped convex region \(\Lambda \) contained in \(\varOmega \) and occupying a good portion of \(P\). The sets \(\varOmega _T\) and \(\varOmega _L\) of translational packing and covering densities and lattice packing and covering densities are defined similarly, restricting the allowed arrangements of \(K\) to translated copies or lattice arrangements, respectively. Due to affine invariance of the translative and lattice density functions, the sets \(\varOmega _T\) and \(\varOmega _L\) are compact. Furthermore, the sets \(\varOmega , \,\varOmega _T\) and \(\varOmega _L\) contain the subsets \(\varOmega ^\star , \,\varOmega _T^\star \) and \(\varOmega _L^\star \) respectively, corresponding to the centrally symmetric convex disks \(K\), and our leaf \(\Lambda \) is contained in each of \(\varOmega ^\star , \,\varOmega _T^\star \) and \(\varOmega _L^\star \).
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1 Introduction: Definitions and Notation
An \(n\)-dimensional convex body is a compact, convex subset of \(\mathbb{R }^n\) that contains an interior point. A \(2\)-dimensional convex body is called a convex disk. The convex hull of a set \(S\) is denoted by \(\mathrm{Conv}(S)\).
A family \(\mathcal{F }=\{K_i\}\) of subsets of \(\mathbb{R }^n\), each congruent to a given convex body \(K\), is a packing (of \(\mathbb{R }^n\) with copies of \(K\)) if their interiors are mutually disjoint, and it is a covering if their union is \(\mathbb{R }^n\). If \(\mathcal{F }\) is a packing and a covering, then it is called a tiling, and we say that such a convex body \(K\) admits a tiling of \(\mathbb{R }^n\) or that \(K\) is a tile, for brevity.
For a (measurable) set \(S\) in \(\mathbb{R }^n, \,|S|\) denotes the \(n\)-dimensional measure of \(S\), and for a family of sets \(\mathcal{F }=\{K_i\}\) and a region \(D\subset \mathbb{R }^n\), we will denote by \(|{\mathcal{F }}\cap D|\) the sum of the volumes of \(K_i\cap D\) over all \(K_i\in {\mathcal{F }}\). Let \(B_r\) denote the ball of radius \(r\) in \(\mathbb{R }^n\), centered at the origin.
Given any family \({\mathcal{F }}=\{K_i\}\) of congruent copies of a convex body \(K\) (in particular, a packing or a covering), the density of \({\mathcal{F }}\) is defined as
Here, if the limit does not exist, then in case \(\mathcal{F }\) is a packing we take the upper limit, limsup, and in case it is a covering we take the lower limit, liminf, in place of the limit.
For every convex body \(K\), the supremum of the set of densities \(d(\mathcal{F })\) taken over all packing arrangements with copies of \(K\) is called the packing density of \(K\) and is denoted by \(\delta (K)\). Similarly, the infimum of the set of densities \(d(\mathcal{F })\) taken over all covering arrangements with copies of \(K\) is called the covering density of \(K\) and is denoted by \({\vartheta (K)}\).
Often certain restrictions on the structure of the arrangements \(\mathcal{F }\) are imposed: one may consider arrangements of translated copies of \(K\) only, or just lattice arrangements of translates of \(K\). In these cases, the corresponding densities assigned to \(K\) by analogous definitions are: the translative packing and covering density of \(K\), denoted by \(\delta _T(K)\) and \({\vartheta _T(K)}\), and the lattice packing and covering density of \(K\), denoted by \({\delta _L(K)}\) and \({{\vartheta _L}(K)}\), respectively.
It is easily seen that these quantities satisfy the following inequalities:
For more details on these notions and their basic properties see [3]. Here we only mention the following:
-
(i)
Each of the extreme densities \(\delta (K), \,\delta _T(K), \,{\delta _L(K)}, \,{\vartheta (K)}, \,{\vartheta _T(K)},\) and \({{\vartheta _L}(K)}\) is attained by a corresponding arrangement \(\mathcal{F }\). In other words, for every convex body \(K\) there is a maximum density packing and a minimum density covering in each of the three types: by arbitrary isometries, by translates only, and by lattice arrangements only.
-
(ii)
Each of the six densities \(\delta , \,\delta _T, \,\delta _L, \,\vartheta ,\, \vartheta _T\), and \({\vartheta _L}\), considered as a real-valued function defined on the hyperspace \({\mathcal{K }}^n\) of all \(n\)-dimensional convex bodies furnished with the Hausdorff metric, is continuous.
-
(iii)
Each of the four densities \(\delta _T, \,\delta _L, \,\vartheta _T\), and \({\vartheta _L}\) is affine-invariant, hence each of them can be viewed as a (continuous) function defined on the space \(\left[ {\mathcal{K }}^n \right] \) of affine equivalence classes of all convex \(n\)-dimensional bodies—a quotient space of \({\mathcal{K }}^n\).
-
(iv)
\(\delta (K)=1\Longleftrightarrow {\vartheta (K)}=1 \Longleftrightarrow \,K\) is a tile.
2 The Background
The main result, as outlined in the Abstract, concerns the packing and covering densities of convex disks. Therefore the brief survey given in this section is focused on the two-dimensional case.
The lattice packing density of the circular disk \(B^2\) (the unit ball in \(\mathbb{R }^2\)) has been determined by Lagrange [16] in 1773: \(\delta _L(B^2)=\pi /\sqrt{12}\). In 1831, Gauss [6] established that \(\delta _L(B^3)=\pi /\sqrt{12}\). The first proof of the equality \(\delta (B^2)=\pi /\sqrt{12}\) was given by Thue [19] in 1910. The analogous result for the covering, \(\vartheta (B^2)=2\pi /\sqrt{27}\), is due to Kershner [12].
The following significant generalization of Thue’s and Kershner’s theorems was given by Fejes Tóth [5]. For every convex disk \(K\), let \(h(K)\) and \(H(K)\) denote the maximum area hexagon contained in \(K\) and the minimum area hexagon containing \(K\), respectively. Then no packing of the plane with congruent copies of \(K\) can be of density greater than \({|K|}/{|H(K)|}\). Fejes Tóth’s proof of the bound of \({|K|}/{|h(K)|}\) for coverings requires that the copies \(K_i\) and \(K_j\) of \(K\) do not cross each other, meaning that at least one of the sets \(K_i\setminus K_J\) and \(K_j\setminus K_i\) is connected, hence the second result is not quite analogous to the first one. However, since two translates of a convex disk cannot cross each other, the two results produce the following inequalities:
Along with the theorems of Dowker [2] on inscribed and circumscribed polygons in centrally symmetric disks, the above inequalities imply that if \(K\) is centrally symmetric, then
These two equalities generalize Thue’s and Kershner’s theorems, respectively.
The equality \({\vartheta (K)}=\frac{|K|}{|h(K)|}\) for centrally symmetric disks \(K\), conjectured by Fejest Tóth [4] (see also [5]) still remains unproven.
Chakerian and Lange [1] proved that every convex disk \(K\) is contained in a quadrilateral of area at most \(\sqrt{2}\, |K|\). Since every quadrilateral admits a tiling of the plane, they established the inequality
Henceforth, \(K\) will denote an arbitrary (not necessarily centrally symmetric) convex disk, unless otherwise explicitly assumed.
The inequality of Chakerian and Lange [13] was subsequently improved in to
Concerning upper bounds on covering density, the inequality
established in [15], was improved by Ismailescu [8] to
The upper bound in the above inequality, though presently the best known, is not likely to be sharp. However, for the centrally symmetric convex disks \(K\), the second equality in (2.2) and a theorem of Sas [18] on maximum area polygons inscribed in a convex disk imply that
which is sharp, since equality holds for the circular disk.
The following inequality, linking the packing density \(\delta (K)\) and the covering density \({\vartheta (K)}\):
was proved in [14]. The inequality is sharp, since equality holds in the case of the circular disk.
3 Packing and Covering Via Tiling
In this section we do not restrict ourselves to two dimensions. Here all convex bodies are assumed to be \(n\)-dimensional, also packing and covering means packing and covering of \(\mathbb{R }^n\).
We begin with the following simple observation.
Assume that a convex body \(K\) is contained in a tile \(T\). Then a space tiling with congruent replicas of \(T\) naturally yields a space packing with congruent replicas of \(K\). Similarly, if \(K\) contains \(T\), then the tiling yields a space covering with replicas of \(K\). Such a packing, resp. covering, is said to be generated by the tile \(T\).
Proposition 1
The density of a packing generated by a tile \(T\) containing \(K\) is \(|K|/|T|\). Similarly, the density of a covering generated by a tile \(t\) contained in \(K\) is \(|K|/|t|\).
We omit the easy, natural proof of this proposition. Following are two simple, but quite useful statements.
Proposition 2
Suppose a densest space packing with congruent copies of \(K\), that is, a packing of density \(\delta (K)\), is generated by a tile \(T\) containing \(K\), and let \(M\) be a convex body “sandwiched” between \(K\) and \(T\), that is, \(K\subset M\subset T\). Then \(\delta (M)=|M|/|T|\).
Henceforth we will say that set \(B\) is sandwiched between sets \(A\) and \(C\) to mean that \(A\subset B\subset C\) or \(C\subset B\subset A\).
Proposition 3
Suppose a thinnest space covering with congruent copies of \(K\), that is, a covering of density \({\vartheta (K)}\), is generated by a tile \(T\) contained in \(K\), and let \(M\) be a convex body sandwiched between \(K\) and \(T\). Then \(\vartheta (M)=|M|/|T|\).
Proof of Proposition 2
Indeed, \(T\) generates a packing with replicas of \(M\) that is of density \(|M|/|T|\), and a packing with higher density is impossible, since such a packing would yield a packing with copies of \(K\) of density exceeding \(\delta (K)\). \(\square \)
Proof of Proposition 3 is completely analogous to that of Proposition 2.
As an application of the above, we obtain the following two propositions.
Proposition 4
Let \(K\) be a convex disk sandwiched between the circular disk \(C\) and a regular hexagon \(H\) circumscribing \(C\) (see Fig. 1a). Since, by Thue’s theorem, \(\delta (C)=|C|/|H|\) and since \(H\) is a tile, we conclude that
Moreover, since the hexagon \(H\) is centrally symmetric, it tiles the plane in a lattice-like manner, which implies that
Similarly:
Proposition 5
Let \(K\) be a convex disk sandwiched between the circular disk \(C\) and a regular hexagon \(h\) inscribed in \(C\) (see Fig. 1b). By the above Propositions and by Kershner’s theorem, we conclude that
Moreover,
Remark
In view of the recent proof of the sphere packing conjecture in \(\mathbb{R }^3\) (also known as the Kepler Conjecture) by Hales [7], the rhombic dodecahedron circumscribed about the ball \(B^3\) generates a densest ball packing. Hence:
For every convex body \(K\) sandwiched between the ball and the rhombic dodecahedron circumscribed about it, the packing density \(\delta (K)=\delta _T(K)={\delta _L(K)}\) is the ratio between the volume of \(K\) and the volume of the rhombic dodecahedron.
4 The Subset \(\varOmega \) of the Plane, Consisting of Pairs \(\left( \delta (K),{\vartheta (K)}\right) \)
Define \(\omega : \mathcal{K }^2\rightarrow \mathbb{R }^2\) by \(\omega (K)=\left( \delta (K),{\vartheta (K)}\right) \) for every \(K\in \mathcal{K }^2\). By continuity of each of the real-valued functions \(\delta \) and \(\vartheta \), the function \(\omega \) is continuous. Let \(\varOmega =\omega \left( \mathcal{K }^2\right) \). The inequalities (2.4), (2.6), (2.7), along with the obvious ones, \(\delta (K)\le 1\) and \({\vartheta (K)}\ge 1\), can be interpreted as five half-planes in the \((x,y)\)-plane \(\mathbb{R }^2\), each containing the set \(\varOmega \), namely
The intersection of these half-planes is a pentagon, we denote it \(P\), containing \(\varOmega \), see Fig. 2.
The vertex \((1,1)\) of \(P\) corresponds to all plane-tiling polygons, and is the only point of \(\varOmega \) lying on the union of the two sides of \(P\) containing this vertex. The point \(C=\big (\pi /\sqrt{12}, 2\pi /\sqrt{27}\,\big )\) lies on the slant side of \(P\) and corresponds to the circular disk \(B^2\), and perhaps also to every ellipse—we say perhaps, because in general the covering density of an ellipse is unknown. It would be interesting to know if \(C\) is the only point of \(\varOmega \) lying on the line \(y=\frac{4}{3}x\), and also if \(C=\omega (K)\) for some non-elliptical convex disk \(K\).
Remark 1
The sets \(\varOmega _T\) and \(\varOmega _L\) are defined in a similar way as \(\varOmega \), just by replacing the function \(\omega =(\delta ,\vartheta )\) by \(\omega _T=(\delta _T,\vartheta _T)\) and by \(\omega _L=(\delta _L,{\vartheta _L})\), respectively. Also, one can define the subset \(\varOmega ^{*}\) of \(\varOmega \), by restricting the function \(\omega \) to the subspace \(\mathcal{K }^{*2}\) of \(\mathcal{K }^2\) consisting of centrally symmetric disks \(K\), and then define the sets \(\varOmega _T^*\subset \varOmega _T\) and \(\varOmega _L^*\subset \varOmega _L\) in the same way. Equalities (2.2) imply that \(\varOmega ^{*}_T=\varOmega ^{*}_L\).
Of course, the corresponding six \(\varOmega \)-type sets are readily defined in the very same way for \(n\)-dimensional convex bodies with \(n>2\). However, already in dimension 3, most of the properties and inequalities analogous to those mentioned in the previous sections either do not hold or are not known to be true.
Remark 2
The Minkowski sum of convex bodies, defined by
is a continuous map from \(\mathcal{K }^n\times \mathcal{K }^n\) to \(\mathcal{K }^n\). Therefore the space \(\mathcal{K }^n\) is contractible, which means that there is a homotopy between the identity on \(\mathcal{K }^n\) and a constant map. This implies that the space \(\mathcal{K }^n\) is simply-connected. This in turn implies that each of the sets \(\varOmega , \,\varOmega _T\), and \(\varOmega _L\) is pathwise-connected, being a continuous image of a pathwise-connected space. But a continuous image of a simply-connected space need not be simply-connected. However, if a simple closed curve \(J\) in \(\varOmega \) (in \(\varOmega _T\) or in \(\varOmega _L\)) is the image under \(\omega \, (\omega _T, \,\omega _L\), respectively) of a simple closed curve in \(\mathcal{K }^n\), then \(J\) is contractible to a point in \(\varOmega \, (\varOmega _T, \,\varOmega _L\), resp.). Such a contractible simple closed curve \(J\) bounds a unique topological disk in \(\mathcal{R }^2\), therefore the disk must be contained in \(\varOmega \,(\varOmega _T, \,\varOmega _L\), resp.).
Since the Minkowski sum of two centrally symmetric sets is a centrally symmetric set, the analogous statements hold for the space \(\mathcal{K }^{*n}\) of centrally symmetric \(n\)-dimensional convex bodies, and to the corresponding sets \(\varOmega ^{*}\) \(\varOmega ^{*}_T\) and \(\varOmega ^{*}_L\).
Remark 3
There are reasons to believe that the shape of \(\varOmega \) resembles that of a teardrop, as shown in Fig. 3. First, the lower bound \(\delta (K)\ge \sqrt{3}/2=0.866\ldots \) is very likely possible to raise, perhaps fairly close to 0.9. Also, the upper bound \({\vartheta (K)}\le 1.228\ldots \) is likely possible to lower, perhaps all the way down to \(2\pi /\sqrt{27}=1.209\ldots \,\). Then, since the vertex \((1.1)\) of \(P\) is the only point that \(\varOmega \) has in common with each of the two sides of \(P\) containing it, it seems reasonable to expect that if a convex disk can pack the plane very efficiently (i.e., has packing density close to 1), then it should cover the plane efficiently as well. More specifically, we conjecture that there exist a convex-to-the-left curve in \(P\) containing (1.1) and separating \(\varOmega \) from the ray \(y=1,\, x<1\), and also there is a convex-to-the-right curve in \(P\), containing (1.1) and separating \(\varOmega \) from the ray \(x=1,\, y>1\). Possibly, the two curves may lie on the boundary of \(\varOmega \), meeting at \(C\), and forming the teardrop shape between them.
5 Certain Two Arcs in \(\varOmega \) and the Disk They Enclose
Let \(H\) be the regular hexagon of unit edge length let \(D_t \,(0\le t\le 1)\) be a circular disk shrinking monotonically and continuously in \(t\), beginning with being circumscribed about \(H\) and ending up inscribed in \(H\). Let \(\mathcal{A }\) be the arc in \(\mathcal{K }^2\) consisting of the convex disks \(K_t=D_t\cap H\), see Fig. 4.
Similarly, let \(\mathcal{B }\) be the arc in \(\mathcal{K }^2\) consisting of the convex disks \(L_t=\mathrm{Conv}\left( D_t\cup H\right) \), see Fig. 5.
Each of the arcs \(\mathcal{A }\) and \(\mathcal{B }\) connects points \(H\) and \(D\), and \(\mathcal{A }\cup \mathcal{B }\) is a simple closed curve in \(\mathcal{K }^2\). Each of \(\alpha =\omega (\mathcal{A })\) and \(\beta =\omega (\mathcal{B })\) is a path in \(\varOmega \) joining point \((1,1)\) with point \(C=(\pi /\sqrt{12}, 2\pi /\sqrt{27})\).
For a parametric description of \(\alpha \) and \(\beta \), we observe that each disk \(K_t\) is sandwiched between the circular disk \(D_t\) and a regular hexagon inscribed in \(D_t\), and also is sandwiched between the regular hehagon \(H\) and the circle inscribed in it. Similarly, each disk \(L_t\) is sandwiched between the circular disk \(D_t\) and a regular hexagon circumscribed about \(D_t\), and also is sandwiched between the regular hehagon \(H\) and the circle circumscribed about it. Using Propositions 4 and 5 and by computing the areas of the disks \(K_t\) and \(L_t\) and the disks between which they are sandwiched, we obtain explicit parametric presentations of the paths \(\alpha \) and \(\beta \) as follows.
In our parameterization of the curve \(\alpha =\omega (\mathcal{A })\), we choose the parameter \(u\) associated with \(\omega (K_t)\) to be the length of a rectilinear component of the boundary of \(K_t\). For the curve \(\beta =\omega (\mathcal{B })\), we choose the parameter \(v\) associated with \(\omega (K_t)\) to be the total length of two rectilinear components of the boundary of \(L_t\), see Fig. 6.
By elementary computations of corresponding areas we obtain the formulae for the packing and covering densities \(\delta (K_t),\, \vartheta (K_t)\) expressed as functions of \(u\), and \(\delta (L_t)\) and \(\vartheta (L_t)\) expressed as functions of \(v\), that constitute the following parametric presentations of the arcs \(\alpha \) and \(\beta \):
and
Path \(\alpha \) begins at \((1,1)\) and ends at \(C=(\pi /\sqrt{12}, 2\pi \sqrt{27})\), and path \(\beta \) begins at \(C=(\pi /\sqrt{12}, 2\pi \sqrt{27})\) and ends at \((1,1)\), therefore \(\alpha + \beta \) is a loop. Since each of the functions \(\psi _1\) and \(\psi _2\) is strictly monotonic (\(\psi _1\) decreases and \(\psi _2\) increases), each of the paths \(\alpha \) and \(\beta \) is an arc. Moreover, \(\alpha \) is concave, and \(\beta \) is convex, hence the loop \(\alpha +\beta \) is a simple closed curve that bounds a leaf-shaped convex disk \(\Lambda \), see Fig. 7.
Propositions 4 and 5 yield immediately the equalities
and
which imply that the leaf \(\Lambda \) is contained in each of \(\varOmega , \,\varOmega _T\), and \(\varOmega _L\).
Moreover, since each of the disks \(K_t\) and \(L_t\) is centrally symmetric, the last observation of Remark 2, implies that \(\Lambda \) is contained in each of \(\varOmega ^{*}, \,\varOmega ^{*}_T\), and \(\varOmega ^{*}_L\) as well.
6 Questions
-
(Q1)
Are the sets \(\varOmega \) and \(\varOmega ^{*}\) compact? Comment. Since each of the functions \(\delta _T, \,\delta _L,\, \vartheta _T\) and \({\vartheta _L}\) is affine invariant (see Sect. 1, (iii)), and since the space \([{\mathcal{K }}^n]\) of affine equivalence classes of all convex \(n\)-dimensional bodies is compact (see Macbeath [17]), it follows that each of the sets \(\varOmega _T,\, \varOmega _L\), and \(\varOmega ^{*}_T = \varOmega ^{*}_L\) is compact.
-
(Q2–Q4)
Is each of the five \(\varOmega \)-type sets simply-connected? Is each of them a topological disk? Is each of them convex?
-
(Q5)
What are the vertical lines of support from the left for each of the five \(\varOmega \)-type sets?
-
(Q6)
What are the horizontal lines of support from above for each of the five \(\varOmega \)-type sets?
-
(Q7)
The inequalities of Ismailescu [9, 10]
$$\begin{aligned} {\delta _L(K)}+{{\vartheta _L}(K)}\ge 2 \end{aligned}$$and
$$\begin{aligned} {{\vartheta _L}(K)}\le 1+\frac{5}{4}\sqrt{1-{\delta _L(K)}} \end{aligned}$$for every centrally symmetric convex disk \(K\) can be expressed as: the set \(\varOmega ^{*}_L=\varOmega ^{*}_T\) lies between the line \(x+y=2\) and the curve \(y=1+\sqrt{1-x}\). Does the same hold for the set \(\varOmega \)?
In addition, the upper bound (2.7) on \({\vartheta _T(K)}\) for centrally symmetric convex disks further restricts the region \(P_0\) containing \(\varOmega ^{*}_L\), as shown in Fig. 8.
The inequalities of Ismailescu were inspired by the numerical studies in his own doctoral thesis [9], where he devised an algorithm to compute the maximum area of a hexagon contained in any given centrally symmetric octagon and the minimum area of a hexagon containing it. The algorithm enabled him to compute \(\delta (K)\) and \({\vartheta (K)}\) for every centrally symmetric octagon \(K\) and he used it to plot points in \(\varOmega ^{*}_L\) corresponding to a large number of randomly generated centrally symmetric octagons (see Fig. 9a). Moreover, based on the algorithm, he gave a complete, analytical description of the subset \(U\) of \(\varOmega ^{*}_L\) consisting of points that correspond to all centrally symmetric octagons, namely:
see Fig. 9b.
Figure 9 shows side-by-side: (a)—the plot of 50,000 points in \(\varOmega ^{*}_L\) corresponding to random computer-generated centrally symmetric octagons; (b)—the analytically described range \(U\), whose apex \(A\) corresponds to the regular octagon; and (c)—the leaf-like disk \(\Lambda \), described in Sect. 5, superimposed on the Ismailescu diagram; the apex \(C\) of \(\Lambda \) corresponds to the circular disk.
Note the unexpected resemblance between the shapes of \(U\) and \(\Lambda \). Also note that, somewhat surprisingly, a randomly generated centrally symmetric octagon seems quite likely to be close to a planar tile. Is the same true for a randomly chosen \(n\)-gon with \(n\ge 3\)?
A very recent result of Ismailescu and Kim [11] includes the inequality \({\delta _L(K)}{{\vartheta _L}(K)}\ge 1\) for every centrally symmetric \(K\), which is stronger than Ismailescu’s inequality \({\delta _L(K)}+{{\vartheta _L}(K)}\ge 2\) mentioned above, further restricting the convex region \(P_0\) containing \(\varOmega ^{*}_L\) shown in Fig. 8. Still, observe that at the left vertical edge of the region \(P_0\) and at the upper-right corner of it (see Fig. 9c) there seem to be further areas in \(P_0\) free from points of \(\varOmega ^{*}_L\), as if inviting discovery of additional restricting inequalities.
The questions of describing explicitly the sets \(\varOmega ,\, \varOmega _T, \,\varOmega _L, \,\varOmega ^{*}\), and \(\varOmega ^{*}_L\) remain open and appear to be extremely difficult. However, asking for some better approximations from outside and from inside seems reasonable.
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Kuperberg, W. The Set of Packing and Covering Densities of Convex Disks. Discrete Comput Geom 50, 1072–1084 (2013). https://doi.org/10.1007/s00454-013-9542-9
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DOI: https://doi.org/10.1007/s00454-013-9542-9