Skip to main content

1990 | Buch

The Algorithmic Beauty of Plants

verfasst von: Przemyslaw Prusinkiewicz, Aristid Lindenmayer

Verlag: Springer New York

Buchreihe : The Virtual Laboratory

insite
SUCHEN

Über dieses Buch

The beauty of plants has attracted the attention of mathematicians for Mathematics centuries. Conspicuous geometric features such as the bilateral sym­ and beauty metry of leaves, the rotational symmetry of flowers, and the helical arrangements of scales in pine cones have been studied most exten­ sively. This focus is reflected in a quotation from Weyl [159, page 3], "Beauty is bound up with symmetry. " This book explores two other factors that organize plant structures and therefore contribute to their beauty. The first is the elegance and relative simplicity of developmental algorithms, that is, the rules which describe plant development in time. The second is self-similarity, char­ acterized by Mandelbrot [95, page 34] as follows: When each piece of a shape is geometrically similar to the whole, both the shape and the cascade that generate it are called self-similar. This corresponds with the biological phenomenon described by Herman, Lindenmayer and Rozenberg [61]: In many growth processes of living organisms, especially of plants, regularly repeated appearances of certain multicel­ lular structures are readily noticeable. . . . In the case of a compound leaf, for instance, some of the lobes (or leaflets), which are parts of a leaf at an advanced stage, have the same shape as the whole leaf has at an earlier stage. Thus, self-similarity in plants is a result of developmental processes. Growth and By emphasizing the relationship between growth and form, this book form follows a long tradition in biology.

Inhaltsverzeichnis

Frontmatter
Chapter 1. Graphical modeling using L-systems
Abstract
Lindenmayer systems — or L-systems for short — were conceived as a mathematical theory of plant development [82]. Originally, they did not include enough detail to allow for comprehensive modeling of higher plants. The emphasis was on plant topology, that is, the neighborhood relations between cells or larger plant modules. Their geometric aspects were beyond the scope of the theory Subsequently, several geometric interpretations of L-systems were proposed with a view to turning them into a versatile tool for plant modeling. Throughout this book, an interpretation based on turtle geometry is used [109]. Basic notions related to L-system theory and their turtle interpretation are presented below.
Przemyslaw Prusinkiewicz, Aristid Lindenmayer
Chapter 2. Modeling of trees
Abstract
Computer simulation of branching patterns has a relatively long history. The first model was proposed by Ulam [149], (see also [138, pages 127–131]), and employed the concept of cellular automata that had been developed earlier by von Neumann and Ulam [156]. The branching pattern is created iteratively, starting with a single colored cell in a triangular grid, then coloring cells that touch one and only one vertex of a cell colored in the previous iteration step.
Przemyslaw Prusinkiewicz, Aristid Lindenmayer
Chapter 3. Developmental models of herbaceous plants
Abstract
The examples of trees presented in the previous chapter introduce L- systems as a plant modeling tool. They also illustrate one of the most striking features of the generative approach to modeling, called data base amplification [136]. This term refers to the generation of complex- looking objects from very concise descriptions—in our case, L-systems comprised of small numbers of productions. Yet in spite of the small size, the specification of L-systems is not a trivial task.
Przemyslaw Prusinkiewicz, Aristid Lindenmayer
Chapter 4. Phyllotaxis
Abstract
The regular arrangement of lateral organs (leaves on a stem, scales on a cone axis, florets in a composite flower head) is an important aspect of plant form, known as phyllotaxis. The extensive literature generated by biologists’ and mathematicians’ interest in phyllotaxis is reviewed by Erickson [36] and Jean [78]. The proposed models range widely from purely geometric descriptions (for example, Coxeter [17]) to complex physiological hypotheses tested by computer simulations (Hellendoorn and Lindenmayer [59], Veen and Lindenmayer [151], Young [163]). This chapter presents two models suitable for the synthesis of realistic images of flowers and fruits that exhibit spiral phyllotactic patterns.
Przemyslaw Prusinkiewicz, Aristid Lindenmayer
Chapter 5. Models of plant organs
Abstract
Many concepts presented in the previous chapters were illustrated using realistic images, but the modeling techniques for leaves and petals have not been described yet. Three approaches are discussed below.
Przemyslaw Prusinkiewicz, Aristid Lindenmayer
Chapter 6. Animation of plant development
Abstract
The sequences of images used in Chapters 3 and 5 to illustrate the development of inflorescences and compound leaves suggest the possibility of using computer animation to visualize plant development. From a practical perspective, computer animation offers several advantages over traditional time-lapse photography.
Przemyslaw Prusinkiewicz, Aristid Lindenmayer
Chapter 7. Modeling of cellular layers
Abstract
String L-systems, the first formalism considered in this book, are suitable for the modeling of nonbranching filaments such as Anabaena catenula. The introduction of brackets extends the class of modeled structures to axial trees. However, many structures found in botany have a more complex topology, which can only be described by graphs with cycles. The developmental surface models presented in Section 5.2 make it possible to specify a limited class of these graphs. This chapter describes a more general approach and applies it to simulate the development of single-layered cellular structures such as those found in fern garnetophytes, animal embryos and plant epidermis. All structures considered are of microscopic dimensions and relatively undifferentiated, yet the presented methods may bring us closer to the modeling of more complex patterns, such as the venation of leaves.
Przemyslaw Prusinkiewicz, Aristid Lindenmayer
Chapter 8. Fractal properties of plants
Abstract
What is a fractal? In his 1982 book, Mandelbrot defines it as a set with Hausdorff-Besicovitch dimension D H strictly exceeding the topological finite curves dimension D T [95, page 15]. In this sense, none of the figures presented in this book are fractals, since they all consist of a finite number of primitives (lines or polygons), and D H = D T . However, the situation changes dramatically if the term “fractal” is used in a broader sense [95, page 39]:
Strictly speaking, the triangle, the Star of David, and the finite Koch teragons are of dimension 1. However, both intuitively and from the pragmatic point of view of the simplicity and naturalness of the corrective terms required, it is reasonable to consider an advanced Koch teragon as being closer to a curve of dimension log 4/log 3 than to a curve of dimension 1.
Przemyslaw Prusinkiewicz, Aristid Lindenmayer
Epilogue
Abstract
This quiet place, reminiscient of Claude Monet’s 1899 painting Waterlilies pool — Harmony in green, does not really exist. The scene was modeled using L-systems that captured the development of trees and water plants, and illuminated by simulated sunlight. It is difficult not to appreciate how far the theory of L-systems and the entire field of computer graphics have developed since their beginnings in the 1960’s, making such images possible. Yet the results contained in this book are not conclusive and constitute only an introduction to the research on plant modeling for biological and graphics purposes. The algorithmic beauty of plants is open to further exploration.
Przemyslaw Prusinkiewicz, Aristid Lindenmayer
Backmatter
Metadaten
Titel
The Algorithmic Beauty of Plants
verfasst von
Przemyslaw Prusinkiewicz
Aristid Lindenmayer
Copyright-Jahr
1990
Verlag
Springer New York
Electronic ISBN
978-1-4613-8476-2
Print ISBN
978-0-387-94676-4
DOI
https://doi.org/10.1007/978-1-4613-8476-2