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Patterns, Relations, and AlgebraI continued to do arithmetic with my father, passing proudly through fractions to decimals. I eventually arrived at the point where so many cows ate so much grass, and tanks filled with water in so many hours. I found it quite enthralling.
- Agatha Christie, An Autobiography Algebra emerged through the analysis of solutions to equations, while the concept of a function developed as the insights and techniques of Calculus began to spread. Patterns, relations, and algebra are integral elements in the study of mathematics. All students should understand how patterns, relations, and functions are interrelated; be able to represent and analyze mathematical situations and structures using algebraic symbols; use mathematical models to understand quantitative relationships; and analyze change in various contexts. The foundation for the study of patterns, relations, and algebra can be constructed in the PreK-K years and expanded gradually throughout the other years. All students should be aware of the mathematics in patterns and use mathematical representations to describe patterns. Young students can identify, translate, and extend repeating rhythmic, verbal, and visual patterns. They can recognize patterns and relationships among objects, and sort and classify them, observing similarities and differences. They can then probe more deeply into the study of patterns as they explore the properties of the operations of addition and multiplication. Through numerous explorations, elementary grade students deepen their understanding of pattern and work informally with the concept of function. It is important that the concept of a variable is developed for them through practical situations, for example, as they engage in such basic activities as listing the cost of one pencil at 50¢, two pencils at ?, three pencils at ? , ... n pencils at ?. Investigating patterns helps older students understand the concept of constant growth as they analyze sequences like 1, 3, 5, 7, .... These students should contrast this type of change with other relationships as evidenced in sequences such as 1, 2, 4, 8, ... ; 1, 3, 6, 10, 15, ... (the sum of the first n positive integers); and 1, 1/10, 1/100, 1/1000, .... In middle and high school, students build on prior experiences as they compare sequences and functions represented in recursive and explicit forms. As students advance through the grades, their work with patterns, functions, and algebra progresses in mathematical sophistication. They learn that change is a central idea in the study of mathematics and that multiple representations are needed to express change. They identify, represent, and analyze numerical relationships in tables, charts, and graphs. They learn about the importance and strength of proportional reasoning as a means of solving a variety of problems. While understanding linear functions and their graphs is a realistic goal for the middle school student, students deepen their study of functions in the secondary years. They engage in problems that feature additional types of polynomial functions, and rational, exponential, logarithmic, trigonometric, and other families of functions. Graphing calculators and computer software with spreadsheet and graphics capabilities are ideal resources that help students make connections among different representations of the functions. The meaning and importance of domain, range, roots, optimum values, periodicity, and other terms come alive when experienced through technology. With appropriate instruction, students move readily among symbolic, numeric, and graphic representations of functions. Through insightful examples, secondary students learn that functions are a key concept with connections not only to Calculus but also to transformational geometry and topics in discrete mathematics. Patterns, Relations, and Algebra Learning Standards for:
Geometry[The universe] cannot be read until we have learnt the language and become familiar with the characters in which it is written. It is written in mathematical language, and the letters are triangles, circles and other geometrical figures, without which means it is humanly impossible to comprehend a single word.
- Galileo Galilei, Opere Il Saggiatore Geometry, spatial sense, and measurement were among the sources of the earliest mathematical endeavors. Ancient people, in their efforts to manage their lands, conduct commerce, and describe natural forms and patterns, began to rely on abstract shapes and standard units of measurement to communicate with each other. Euclidean geometry, a landmark in the development of mathematics and other academic disciplines, is the study of points, lines, planes, and other geometric figures, using a modified version of the assumptions of Euclid, who is thought to have lived about 300 BC. The geometry in Euclid's Elements of Geometry was a logical system based on ten assumptions. Five of the assumptions were called common notions (axioms, or self-evident truths), and the other five were postulates (required conditions). The resulting logical system was taken as a model for deductive reasoning and profoundly influenced all branches of knowledge. Indeed, the development of the axiomatic approach to geometry extends to present.11 Today, students have many of the same needs that their ancestors had thousands of years ago. They need to understand the structure of space and the spatial relations around them, measure many aspects of their environment, and communicate this structure, these relations, and their measurements to others. Instruction in geometry and measurement is designed to address this need. Before students begin school, they have developed some knowledge of the physical and spatial world. They have explored size, shape, position, and orientation of objects in everyday activities at home, on the neighborhood playground, or at a supermarket. They have become familiar with two- and three-dimensional shapes. The language describing location and orientation of objects-words such as right, left, above, below, top, bottom, and between-are part of children's daily talk. However, everyday use of the language of measurement and geometry often differs from formal use in mathematics. These differences must be addressed through instruction. Students should be expected to use clear and increasingly precise language in their mathematical talk. In the early grades, children explore shapes and the relationships among them that build on their natural understanding. As they progress through elementary school, students identify the components, attributes, and properties of different shapes, including sides, corners or vertices, edges, interiors, and exteriors. With time, they develop procedures to identify and categorize shapes by referring to their components, attributes, and properties. Students investigate these features dynamically by using mirrors, paper folding, hand drawing, and computer drawing. Still operating on concrete objects, students develop the idea of transformations by recognizing changes effected by slides, flips, and turns, not only on individual objects but also on combinations of objects. Investigations of simple transformations lead to the concept of congruence. In middle school and high school, students solve problems in other areas of mathematics using geometric concepts, including coordinate geometry, perspective drawings, and projections of three-dimensional objects. They use mechanical and electronic tools to construct common geometric shapes and patterns, and to develop the idea of geometric similarity, which can be integrated with the ideas of ratio and proportion. Students can also apply methods developed in the geometric context to make sense of fractions and variables, construct graphs and other representations of data, and make and interpret maps, blueprints, and schematic drawings. In high school, students use formal reasoning to justify conclusions about geometry and its relationship to other areas of mathematics. They recognize the logical structure of the system of geometric axioms, become increasingly proficient in proving theorems within the axiomatic system, and use axioms and theorems to verify conjectures generated through their own work or by their peers. Students apply coordinate geometry to the solution of problems and extend transformational geometry to a variety of congruence and similarity transformations and their composition. Geometry Learning Standards for:
MeasurementMeasure what is measurable, and make measurable what is not so.
- Galileo Galilei Measurement is best learned through direct applications or as part of other mathematical topics. A measurable attribute of an object is a characteristic that is most readily quantified and compared. Many attributes, such as length, perimeter, area, volume, and angle measure, come from the geometric realm. Other attributes are physical, such as temperature and mass. Still other attributes, such as density, are not readily measurable by direct means. In PreK - K, students begin to make qualitative comparisons between physical objects (e.g., which object is longer or shorter, which is lighter or heavier, which is warmer or colder), and begin to use nonstandard units of measurement for quantitative comparisons. Building on existing measurement ideas, students in grades 1 and 2 become competent with standard units of measurement. Students gain understanding of ratio and proportion in the middle grades, and apply their new found knowledge to making scale drawings and maps that accurately reflect the dimensions of the landscape or the objects they represent. Greater familiarity with ratios enhances students' understanding of the derived attributes (speed, density, and trigonometric ratios), their applications, and the use of conversion factors to change a base unit in a measure. At all levels, students develop respect for precision and accuracy by learning to select the tools and units of measurement appropriate to the situation. They also learn to analyze possible and real errors in their measurements and how those errors may be compounded in computations. Measurement Learning Standards for:
Data Analysis, Statistics, and ProbabilityLife is a school of probability.
- Walter Bagehot Education in a free society must prepare citizens to make informed choices in all areas of their lives. They must be able to grasp the information being presented, analyze it, and make reasoned decisions. To accomplish these goals, students learn to collect, organize, and display relevant data to answer questions that can be addressed with data; use appropriate statistical methods and predictions that are based on data; develop and evaluate inferences and predictions that are based on data; and apply basic concepts of probability. In the early grades students learn how to collect data, observe patterns in the data, and organize and analyze the data to draw conclusions. To organize and display their data, they begin by using concrete and pictorial representations, and gradually learn to use tables, bar and line graphs, and data line plots. As students advance through the grades, they explore more complex forms of representation, including multiple-line graphs, circle graphs, and frequency tables. In their study of data and statistics, students shift their perspective from viewing data as a set of individual pieces of information to an understanding of data as a coherent set with its own collective properties. This shift is emphasized in the middle grades when students study characteristics of sets of data, including measures of central tendency and techniques for displaying these characteristics, e.g., stem-and-leaf plots and scatterplots. Students learn how to select and construct representations most appropriate for the data and how to avoid misleading and inappropriate representations. In high school, students gain insight into the use of trend lines and measures of spread for analyzing data. Students use technology to estimate and find lines of best fit for scatterplots. They categorize data by the type of model that best represents them, design surveys to generate data, and learn to choose representative samples and identify biases in the samples and survey questions. Probability may be called the study of the laws of chance. In the elementary grades, students begin the study of probability by conducting experiments with spinners, counters, number cubes, and other concrete objects. They learn to record outcomes of individual experiments, and to organize and analyze results. They identify certain, possible, and impossible events. In the middle grades, students enumerate all possible outcomes of simple experiments and determine probabilities to solve problems. Through the exploration of various problem situations, students learn to distinguish between independent and dependent events. By representing problem situations both numerically and geometrically, students can begin to develop an understanding of probabilities for simple compound events. In high school, as they compare results of experiments with their theoretical predictions, students gain an understanding of the difference between predicted and actual outcomes. They apply counting techniques, use multiple representations to solve complex probability problems, and investigate probability distributions. Data Analysis, Statistics, and Probability Learning Standards for:
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