[ Previous Section | Chapter Index | Main Index ]

Section 5.3

Other Features


We will finish this chapter with a look at a few additional features of three.js. In the process, you will learn about some new aspects of 3D graphics.


5.3.1  Instanced Meshes

The class THREE.InstancedMesh makes it possible to quickly render several objects, possibly a large number of objects, that use the same geometry but differ in the transformations that are applied to them and, possibly, in their material color. Each copy of the object is called an "instance," and the process of creating all of the copies is called instanced drawing or instancing. In WebGL 2.0 (and in WebGL 1.0 with an extension), it is possible to draw all of the instances with a single function call, making it very efficient.

InstancedMesh is fairly easy to use. Along with the geometry and material for the mesh, the constructor specifies the maximum number of instances that it can support:

instances = new THREE.InstancedMesh(geometry, material, count)

To set the transformation for instance number i, you can call

instances.setMatrixAt( i, matrix );

where matrix is an object of type THREE.Matrix4 representing the modeling transformation. Similarly, you can set the color for instance number i with

instances.setColorAt( i, color );

where color is of type THREE.Color. Instance colors are optional. If provided, they replace the color property of material.

The Matrix4 class includes methods that make it easy to create a transformation matrix. The constructor

matrix = new THREE.Matrix4();

creates an identity matrix, which can then be modified. For example, the method matrix.makeTranslation(dx,dy,dz) replaces the current matrix with the transformation matrix for a translation by the vector (dx,dy,dz). There are functions for making scaling and rotation matrices. To make more complex transformations, there is a function for multiplying matrices.

The sample program threejs/instanced-mesh.html uses a single InstancedMesh to make 1331 spheres, arranged in an 11-by-11-by-11 cube. To move the spheres into position, different translations are applied to each instance. An instance color is also set for each instance.


5.3.2  User Input

Most real programs require some kind of user interaction. For a web application, of course, the program can get user input using HTML widgets such as buttons and text input boxes. But direct mouse interaction with a 3D world is more natural in many programs.

The most basic example is using the mouse to rotate the scene. In three.js, rotation can be implemented using the class TrackballControls or the class OrbitControls. Note that both classes support touchscreen as well as mouse interaction. The main difference between the classes is that with OrbitControls, the rotation is constrained so that the positive y-axis is always the up direction in the view. TrackballControls, on the other hand, allows completely free rotation. Another difference is that TrackballControls is meant to be used only with a scene that is continuously animated. OrbitControls is used for rotation in most of my sample programs and demos. TrackballControls is used only in threejs/full-window.html and threejs/curves-and-surfaces.html.

The two control classes are not part of the main three.js JavaScript file. They can be imported from the modules "OrbitControls.js" and "TrackballControls.js", which can be found in the threejs/script/controls folder in the source folder for this textbook, or in the examples/jsm/loaders folder in the three.js download.

The two classes are used in a similar way. I will discuss OrbitControls first. In my examples, I create a camera and move it away from the origin. I usually add a light object to the camera object, so that the light will move along with the camera, providing some illumination to anything that is visible to the camera. The OrbitControls object is used to rotate the camera around the scene. The constructor for the control object has two parameters, the camera and the canvas on which the scene is rendered. Here is typical setup:

camera = new THREE.PerspectiveCamera(45, canvas.width/canvas.height, 0.1, 100);
camera.position.set(0,15,35);
camera.lookAt( new THREE.Vector3(0,0,0) ); // camera looks toward origin

let light = new THREE.PointLight(0xffffff, 0.6);
camera.add(light);  // viewpoint light moves with camera
scene.add(camera);

controls = new OrbitControls( camera, canvas );

The constructor installs listeners on the canvas so that the controls can respond to mouse events. If an animation is running, the only other thing that you need to do is call

controls.update();

before rendering the scene. The user will be able to rotate the scene by dragging on it with the left mouse button. The controls will also do "panning" (dragging the scene in the plane of the screen) with the right mouse button and "zooming" (moving the camera forward and backward) with the middle mouse button or scroll wheel. To disable zooming and panning, you can set

controls.enablePan = false;
controls.enableZoom = false;

And you can return the original view of the scene by calling controls.reset().

If your program is not running a continuous animation, you need a way to re-render the scene in response to user actions. When the user drags the mouse, the controls object generates a "change" event. You can add a listener for that event, to respond to the event by redrawing the scene. To do that, just call

controls.addEventListener( "change", callback );

Where callback() is the function that should be called when the event occurs. If you have a function render() that renders your scene, you can simply pass render as the value of callback.

Unfortunately, a TrackballControls object does not emit "change" events, and there does not seem to be any way to use it without having an animation running. With an animation, TrackballControls are used in the same way as OrbitControls, except that the properties for panning and zooming are controls.noPan and controls.noZoom; they should be set to true to disable panning and zooming. One nice feature of TrackballControls is that they implement inertia: When the user releases the mouse after dragging, the motion of the scene will slow to a stop instead of stopping abruptly.


A much more interesting form of mouse interaction is to let the user select objects in the scene by clicking on them. The problem is to determine which object the user is clicking. The general procedure is something like this: Follow a ray from the camera through the point on the screen where the user clicked and find the first object in the scene that is intersected by that ray. That's the object that is visible at the point where the user clicked. Unfortunately, the procedure involves a lot of calculations. Fortunately, three.js has a class that can do the work for you: THREE.Raycaster.

A Raycaster can be used to find intersections of a ray with objects in a scene. (A ray is just half of a line, stretching from some given starting point in a given direction towards infinity.) You can make one raycaster object to use throughout your program:

raycaster = new THREE.Raycaster();

To tell it which ray to use, you can call

raycaster.set( startingPoint, direction );

where both of the parameters are of type THREE.Vector3. Their values are in terms of world coordinates, the same coordinate system that you use for the scene as a whole. The direction must be a normalized vector, with length equal to one. For example, suppose that you want to fire a laser gun.... The startingPoint is the location of the gun, and the direction is the direction that the gun is pointing. Configure the raycaster with those parameters, and you can use it to find out what object is struck by the laser beam.

Alternatively, and more conveniently for processing user input, you can express the ray in terms of the camera and a point on the screen:

raycaster.setFromCamera( screenCoords, camera );

The screenCoords are given as a THREE.Vector2 expressed in clip coordinates. This means the horizontal coordinate ranges from −1 on the left edge of the viewport to 1 on the right, and the vertical coordinate ranges from −1 at the bottom to 1 on the top. (Clip coordinates are called "normalized device coordinates" in three.js.) So, we need to convert from pixel coordinates on a canvas to clip coordinates. Here's one way to do it, given a mouse event, evt:

let r = canvas.getBoundingClientRect();
let x = evt.clientX - r.left; // convert mouse location to canvas pixel coords
let y = evt.clientY - r.top;

let a = 2*x/canvas.width - 1; // convert canvas pixel coords to clip coords
let b = 1 - 2*y/canvas.height;

raycaster.setFromCamera( new THREE.Vector2(a,b), camera );

Once you have told the raycaster which ray to use, it is ready to find intersections of that ray with objects in the scene. This can be done with the function

raycaster.intersectObjects( objectArray, recursive );

The first parameter is an array of Object3D. The raycaster will search for intersections of its current ray with objects in the array. If the second parameter is true, it will also search descendants of those objects in the scene graph; if it is false or is omitted, then only the objects in the array will be searched. For example, to search for intersections with all objects in the scene, use

raycaster.intersectObjects( scene.children, true );

The return value from intersectObjects is an array of JavaScript objects. Each item in the array represents an intersection of the ray with an Object3D. The function finds all such intersections, not just the first. If no intersection is found, the array is empty. The array is sorted by increasing distance from the starting point of the ray. If you just want the first intersection, use the first element of the array.

Each element in the array is an object whose properties contain information about the intersection. Suppose that item is one of the array elements. Then the most useful properties are: item.object, which is the Object3D that was intersected by the ray; and item.point, which is the point of intersection, given as a Vector3 in world coordinates. That information is enough to implement some interesting user interaction.

The following demo uses some basic mouse interaction to let the user edit a scene. The scene shows a number of tapered yellow cylinders standing on a green base. The user can drag the cylinders, add and delete cylinders, and rotate the scene. A set of radio buttons lets the user select which action should be performed by the mouse.

Let's look at how the actions are implemented. The only objects are the base and the cylinders. In the program, the base is referred to as ground, and all the objects are children of an Object3D named world. (I use the world object to make it easy to rotate the set of all visible objects without moving the camera or lights.) For all drag, add, and delete actions, I look for intersections of these objects with a ray that extends from the camera through the mouse position:

raycaster.setFromCamera( new THREE.Vector2(a,b), camera );
let intersects = raycaster.intersectObjects( world.children );

If intersects.length is zero, there are no intersections, and there is nothing to do. Otherwise, I look at intersects[0], which represents an intersection with the object that is visible at the mouse position. So, intersects[0].object is the object that the user clicked, and intersects[0].point is the point of intersection.

The Delete action is the simplest to implement: When the user clicks a cylinder, the cylinder should be removed from the scene. If the first intersection is with the ground, then nothing is deleted. Otherwise, the clicked object was a cylinder and should be deleted:

if ( intersects[0].object != ground ) {
    world.remove( intersects[0].object );
    render();
}

For an Add action, we should add a cylinder only if the user clicked the ground. In that case, the point of intersection tells where the cylinder should be added. An interesting issue here is that we get the point of intersection in world coordinates, but in order to add the cylinder as a child of world, I need to know the point of intersection in the local coordinate system for world. The two coordinate systems will be different if the world has been rotated. Fortunately, every Object3D has a method worldToLocal(v) that can be used to transform a Vector3, v, from world coordinates to local coordinates for that object. This method does not return a value; it modifies the coordinates of the vector v. (There is also a localToWorld method.) So, the Add action can be implemented like this:

item = intersects[0];
if (item.object == ground) {
    let locationX = item.point.x;  // world coords of intersection point
    let locationZ = item.point.z;
    let coords = new THREE.Vector3(locationX, 0, locationZ); // y is always 0
    world.worldToLocal(coords); // transform to local coords
    addCylinder(coords.x, coords.z); // adds a cylinder at corrected location
    render();
}

For a Drag action, we can determine which cylinder was clicked using the same test as for delete. However, the problem of moving the cylinder as the user drags the mouse raises a new issue: how do we know where to put the cylinder when the mouse moves? We somehow have to transform a new mouse position into a new position for the cylinder. For that, we can use the raycaster again. My first thought was to create a ray from the camera through the new mouse position, use that ray to find its intersection with the ground, and then to move the cylinder to that point of intersection. Unfortunately, this puts the base of the cylinder at the mouse position, and it made the cylinder jump to the wrong position as soon as I started moving the mouse. I realized that I didn't want to track the intersection with the ground; I needed to track the intersection with a plane that lies at the same height as the original point of intersection. To implement this, I add an invisible plane at that height just during dragging, and I use intersections with that plane instead of intersections with the ground. (You can have invisible objects in three.js—just set the visible property of the material to false.)


5.3.3  Shadows

One thing that has been missing in our 3D images is shadows. Even if you didn't notice the lack consciously, it made many of the images look wrong. Shadows can add a nice touch of realism to a scene, but OpenGL, including WebGL, cannot generate shadows automatically. There are ways to compute shadows that can be implemented in OpenGL, but they are tricky to use and they are not completely realistic physically. One method, which is called shadow mapping, is implemented in three.js. Shadow mapping in three.js is certainly not trivial to use, but it is easier than trying to do the same thing from scratch.

Here is a demo that shows a three.js scene that uses shadow mapping. The lights that cast the shadows can be animated, so you can watch the shadows change as the lights move.

The basic idea of shadow mapping is fairly straightforward: To tell what parts of a scene are in shadow, you have to look at the scene from the point of view of the light source. Things that are visible from the point of view of the light are illuminated by that light. Things that are not visible from the light are in shadow. (This is ignoring the possibility of transparency and indirect, reflected light, which cannot be handled by shadow mapping.) To implement this idea, place a camera at the light source and take a picture. In fact, you don't need the picture itself. What you need is the depth buffer. After the picture has been rendered, the value stored in the depth buffer for a given pixel contains, essentially, the distance from the light to the object that is visible from the light at that point. That object is illuminated by the light. If an object is at greater depth than the value stored in the depth buffer, then that object is in shadow. The depth buffer is the shadow map. Now, go back to the point of view of the camera, and consider a point on some object as it is rendered from the camera's point of view. Is that point in shadow or not? You just have to transform that point from the camera's viewing coordinates to the light's viewing coordinates and check the depth of the transformed point. If that depth is greater than the corresponding value in the shadow map, then the point is in shadow. Note that if there are several lights, each light casts its own shadows, and you need a shadow map for each light.

It is computationally expensive to compute shadow maps and to apply them, and shadows are disabled by default in three.js. To get shadows, you need to do several things. You need to enable shadow computations in the WebGL renderer by saying

renderer.shadowMap.enabled = true;

Only DirectionalLights and SpotLights can cast shadows. To get shadows from a light, even after enabling shadows in the renderer, you have to set the light's castShadow property to true:

light.castShadow = true;  // This light will cast shadows.

Furthermore, shadows have to be enabled for each object that will cast or receive shadows. "Receiving" a shadow means that shadows will be visible on that object. Casting and receiving are enabled separately for an object.

object.castShadow = true;     // This object will cast shadows.
object.receiveShadow = true;  // Shadows will show up on this object.

Even this might not make any shadows show up, and if they do they might look pretty bad. The problem is that you usually have to configure the cameras that are used to make the shadow maps.

Each DirectionalLight or SpotLight has its own shadow camera, which is used to create the shadow map from the point of view of that light. (A DirectionalLight has a property named shadow of type THREE.DirectionalLightShadow, which in turn has a property named camera of type THREE.OrthographicCamera that holds the shadow camera. So, the shadow camera for a directional light dl is dl.shadow.camera.) The shadow camera for a directional light uses an orthographic projection. An orthographic projection is configured by view volume limits xmin, xmax, ymin, ymax, near, and far (see Subsection 3.3.3). For a directional light, dl, these limits correspond to the properties dl.shadow.camera.left, dl.shadow.camera.right, dl.shadow.camera.bottom, dl.shadow.camera.top, dl.shadow.camera.near, and dl.shadow.camera.far. These values are in view coordinates for the shadow camera; that is, they are relative to dl.position. It is important to make sure that all the objects in your scene, or at least those that cast shadows, are within the view volume of the shadow camera. Furthermore, you don't want the limits to be too big: If the scene occupies only a small part of the camera's view volume, then only a small part of the shadow map contains useful information—and then since there is so little information about shadows, your shadows won't be very accurate. The default values assume a very large scene. For a relatively small scene, you might set:

dl.shadow.camera.left = -20;
dl.shadow.camera.right = 20;
dl.shadow.camera.bottom = -20;
dl.shadow.camera.top = 20;
dl.shadow.camera.near = 1;
dl.shadow.camera.far = 30;

The shadow camera for a spotlight is of type THREE.PerspectiveCamera and uses a perspective projection. (The use of a camera with a limited view is why you can have shadows from spotlights but not from point lights.) For a spotlight sl, the shadow camera is configured by the properties sl.shadow.camera.near, sl.shadow.camera.far, and sl.shadow.camera.fov (where "fov" is the vertical field of view angle, given in degrees rather than radians). The default value for fov is probably OK, except that if you change the spotlight's cutoff angle, you will want to change the fov to match. But you should be sure to set appropriate values for near and far, to include all of your scene and as little extra as is practical. Again, near and far are distances from sl.position.

To get more accurate shadows, you might want to increase the size of the shadow map. The shadow map is a kind of texture image which by default is 512 by 512 pixels. You can increase the accuracy of the shadows by using a larger shadow map. To do that for a light, light, set the values of the properties light.shadow.mapSize.width and light.shadow.mapSize.height. For example,

light.shadow.mapSize.width = 1024;
light.shadow.mapSize.height = 1024;

I'm not sure whether power-of-two values are absolutely required here, but they are commonly used for textures.


5.3.4  Cubemap Textures and Skyboxes

We have created and viewed simple scenes, shown on a solid-colored background. It would be nice to put our scenes in an "environment" such as the interior of a building, a nature scene, or a public square. It's not practical to build representations of such complex environments out of geometric primitives, but we can get a reasonably good effect using textures. The technique that is used in three.js is called a skybox. A skybox is a large cube — effectively, infinitely large — where a different texture is applied to each face of the cube. The textures are images of some environment. For a viewer inside the cube, the six texture images on the cube fit together to provide a complete view of the environment in every direction. The six texture images together make up what is called a cubemap texture. The images must match up along the edges of the cube to form a seamless view of the environment.

A cube map of an actual physical environment can be made by taking six pictures of the environment in six directions: left, right, up, down, forward, and back. (More realistically, it is made by taking enough photographs to cover all directions, with overlaps, and then using software to "stitch" the images together into a complete cube map.) The six directions are referred to by their relation to the coordinate axes as: positive x, negative x, positive y, negative y, positive z, and negative z, and the images must be listed in that order when you specify the cube map. Here is an example. The first picture shows the six images of a cube map laid out next to each other. The positive y image is at the top, the negative y image is at the bottom. In between are the negative x, positive z, positive x, and negative z images laid out in a row. The second picture shows the images used to texture a cube, viewed here from the outside. You can see how the images match up along the edges of the cube:

(This cube map, and others used in this section, are by Emil Persson, who has made a large number of cube maps available for download at http://www.humus.name/index.php?page=Textures under a creative commons license.)

For a skybox, conceptually, a very large cube would be used. The camera, lights, and any objects that are to be part of the scene would be inside the cube. It is possible to construct a skybox by hand in just this way.

However, Three.js makes it very easy to use a skybox as the background for a scene. It has the class THREE.CubeTexture to represent cube maps, and you can enclose your scene in a skybox simply by assigning a CubeTexture as the value of the property scene.background. (The value of that property could also be a normal Texture or a Color.)

A CubeTexture can be created by a CubeTextureLoader, which can load the six images that make up the cube map. The loader has a method named load() that works in the same way as the load() method of a TextureLoader (Subsection 5.2.3), except that the first parameter to the method is an array of six strings giving the URLs of the six images for the cube map. For example:

let textureURLs = [  // URLs of the six faces of the cube map 
        "cubemap-textures/park/posx.jpg",   // Note:  The order in which
        "cubemap-textures/park/negx.jpg",   //   the images are listed is
        "cubemap-textures/park/posy.jpg",   //   important!
        "cubemap-textures/park/negy.jpg",  
        "cubemap-textures/park/posz.jpg",   
        "cubemap-textures/park/negz.jpg"
   ];
loader = new THREE.CubeTextureLoader();
cubeTexture = loader.load( textureURLs, onLoad, undefined, onError );

Here, onLoad is a function that will be called after the texture has finished loading. The function could, for example, set scene.background equal to cubeTexture and re-render the scene with the new background. The last parameter onError is a function that will be called if the texture cannot be loaded. Only the first parameter is required.

The sample program threejs/skybox.html shows two WebGL scenes. The first scene shows a cube with the six images from a cube map applied as normal textures to the six faces of a cube. The second scene uses the same cube map as a skybox. If you rotate the view of the second scene, you can look at all parts of the skybox and see how it forms a seamless environment that completely encloses the scene.


5.3.5  Reflection and Refraction

A reflective surface shouldn't just reflect light—it should reflect its environment. Three.js can use environment mapping to simulate reflection. (Environment mapping is also called "reflection mapping.") Environment mapping uses a cube map texture. Given a point on a surface, a ray is cast from the camera position to that point, and then the ray is reflected off the surface. The point where the reflected ray hits the cube determines which point from the texture should be mapped to the point on the surface. For a simulation of perfect, mirror-like reflection, the surface point is simply painted with the color from the texture. Note that the surface does not literally reflect other objects in the scene. It reflects the contents of the cube map texture. However, if the same cube map texture is used on a skybox, and if the skybox is the only other object in the scene, then it will look like the surface is a mirror that perfectly reflects its environment.

This type of reflection is very easy to do in three.js. You only need to make a mesh material and set its envMap property equal to the cubemap texture object. For example, if cubeTexture is the texture object obtained using a THREE.CubeTextureLoader, as in the skybox example above, we can make a sphere that perfectly reflects the texture by saying:

let geometry = new THREE.SphereGeometry(1,32,16);
let material = new THREE.MeshBasicMaterial( { 
        color: "white",  // Color will be multiplied by the environment map. 
        envMap: cubeTexture  // CubeTexture to be used as an environment map.
    } );
let mirrorSphere = new THREE.Mesh( geometry, material );

For the effect to look good, you would want to use the same texture as the scene background. Note that no lighting would be necessary in the scene, since the sphere uses a MeshBasicMaterial. The colors seen on the sphere come entirely from the environment map and the basic color of the sphere material. The environment map color is multiplied by the basic color. In this example, the basic color of the material is white, and the sphere color is exactly equal to the color from the texture. With a different base color, the environment map texture would be "tinted" with that color. You could even apply a regular texture map to the sphere, to be used in place of the color, so that the reflection of the skybox would be combined with the texture.

The sample program threejs/reflection.html demonstrates environment mapping. It can show a variety of environment-mapped objects, with a variety of skybox textures, and it has several options for the base color of the object. Here are two images from that program. The one on the left shows a reflective arrowhead shape with a white base color. On the right, the object is a model of a horse (taken from the three.js download) whose base color is pink:

Here is a demo that is very similar to the sample program. In the demo, you can choose to view just the skybox or just the reflective object, and you can see that the object only seems to be reflecting its actual environment. Use your mouse to rotate the scene to see how the reflection changes as the orientation of the object changes.

Three.js can also do refraction. Refraction occurs when light passes through a transparent or translucent object. A ray of light will be bent as it passes between the inside of the object and the outside. The amount of bending depends on the so-called "indices of refraction" of the material outside and the material inside the object. More exactly, it depends on the ratio between the two indices. Even a perfectly transparent object will be visible because of the distortion induced by this bending (unless the ratio is 1, meaning that there is no bending of light at all).

In three.js, refraction is implemented using environment maps. As with reflection, a refracting object does not show its actual environment; it refracts the cubemap texture that is used as the environment map. For refraction, a special "mapping" must be used for the environment map texture. The mapping property of a texture tells how that texture will be mapped to a surface. For a cubemap texture being used for refraction, it should be set to THREE.CubeRefractionMapping. (The default value of this property in a cubemap texture is appropriate for reflection rather than refraction.) Here is an example of loading a cubemap texture and setting its mapping property for use with refraction:

cubeTexture = new THREE.CubeTextureLoader().load( textureURLs );
cubeTexture.mapping = THREE.CubeRefractionMapping;

In addition to this, the refractionRatio property of the material that is applied to the refracting object should be set. The value is a number between 0 and 1; the closer to 1, the less bending of light. The default value is so close to 1 that the object will be almost invisible. This example uses a value of 0.6:

let material = new THREE.MeshBasicMaterial( { 
        color: "white",
        envMap: cubeTexture,
        refractionRatio: 0.6
    } );

This gives a strong refractive effect. If you set the material color to something other than white, you will get something that looks like tinted glass. Another property that you might set is the reflectivity. For a refractive object, this value tells how much light is transmitted through the object rather than reflected from its surface. The default value, 1, gives 100% transmission of light; smaller values make objects look like they are made out of "cloudy" glass that blocks some of the light.

The sample program threejs/refraction.html is a copy of reflection.html that has been modified to do refraction instead of reflection. The objects look like they are made of glass instead of mirrors. The program has a checkbox that makes the glass look cloudy and one that increases the refractionRatio from 0.6 to 0.9. The following images are from that program. A perfectly transmissive arrowhead is shown in the first image, and a cloudy sphere in the second. Notice how the sphere shows an inverted image of the objects behind it:

In my reflection and refraction examples, the environment is a skybox, and there is a single object that reflects or refracts that environment. But what if a scene includes more than one object? The objects won't be in the cubemap texture. If you use the cubemap texture on the objects, they won't reflect or refract each other. There is no complete solution to this problem in WebGL. However, you can make an object reflect or refract other objects by making an environment map that includes those objects. If the objects are moving, this means that you have to make a new environment map for every frame. Recall that an environment map can be made by taking six pictures of the environment from different directions. Three.js has a kind of camera that can do just that, THREE.CubeCamera. I won't go into the full details, but a CubeCamera can take a six-fold picture of a scene from a given point of view and make a cubemap texture from those images. To use the camera, you have to place it at the location of an object—and make the object invisible so it doesn't show up in the pictures. Snap the picture, and apply it as an environment map on the object. For animated scenes, you have to do this in every frame, and you need to do it for every reflective/refractive object in the scene. Obviously, this can get very computationally expensive! And the result still isn't perfect. For one thing, you won't see multiple reflections, where objects reflect back and forth on each other several times. For that, you need a different kind of rendering from the one used by OpenGL. We will return to the topic of dynamic cubemaps in Subsection 7.4.4 and to alternative rendering techniques in Chapter 8.


[ Previous Section | Chapter Index | Main Index ]