Adjacent colors on the color wheel are hues that are next to each other, such as red and orange or blue and green. These colors are considered complementary because they are close in color value and create a harmonious contrast when placed next to each other. The color wheel is a circular diagram that organizes colors into a spectrum, often used in art and design to understand color relationships.