The document summarizes the history of solving cubic equations and the discovery of complex numbers. It describes how del Ferro, Tartaglia, and Bombelli contributed to solving cubic equations of the form x3 = bx + c. Bombelli realized that taking the cube root of a negative number results in an "imaginary" number containing the square root of -1. He used this insight to find all three cube roots of a complex number. Modern algebra approaches finding the cube roots of a complex number using polar form and trisecting angles. This allowed solving any cubic equation with three real or complex solutions. The document traces the conceptual breakthroughs that led to the acceptance and understanding of imaginary and complex numbers.
1. The document contains 10 math problems with solutions. The problems cover topics like arithmetic progressions, rates of change, probability, and geometry.
2. One problem involves finding the value of n given that the sum of even numbers between 1 and n is a specific value. The solution uses the formula for the sum of an arithmetic progression.
3. Another problem asks what fraction of a solution must be replaced if the original solution was 40% and replaced with 25% solution to get a final concentration of 35%. The solution sets up an equation to solve for the fraction replaced.
The document contains solutions to 18 math and probability problems. Some key details:
- Problem 1 involves finding an odd number n such that the sum of even numbers between 1 and n equals 79*80.
- Problem 2 calculates the price at which a bushel of corn costs the same as a peck of wheat, given changing prices.
- Problem 3 determines the minimum number of people needed to have over a 50% chance that one was born in a leap year.
This document contains notes and formulae on solid geometry, circle theorems, polygons, factorisation, expansion of algebraic expressions, algebraic formulae, linear inequalities, statistics, significant figures and standard form, quadratic expressions and equations, sets, mathematical reasoning, straight lines, and trigonometry. The key concepts covered include formulas for calculating the volume and surface area of various 3D shapes, properties of angles in circles and polygons, factorising and expanding algebraic expressions, solving linear and quadratic equations, set notation and Venn diagrams, types of logical arguments, equations of straight lines, and defining the basic trigonometric ratios.
The document contains multiple algebra and math problems involving functions, inequalities, sequences and series. It asks the reader to identify properties of functions, determine intervals/values based on given information, calculate sums of sequences and series, and identify true/false statements about given equations.
Math school-books-3rd-preparatory-2nd-term-khawagah-2019khawagah
This document is the introduction to a mathematics textbook for third preparatory year students. It discusses the book's organization and goals. The book is divided into units with lessons, exercises, and tests. It aims to make mathematics enjoyable and practical, helping students understand its importance and appreciate mathematicians. Color images and examples are used to illustrate concepts simply and excitingly to facilitate learning.
1. Al-Khwarizmi wrote the first treatise on algebra, Hisab al-jabr w’al-muqabala, in 820 AD, which provided methods for solving equations. The word "algebra" is derived from "al-jabr" in the title, meaning restoration.
2. Pedro Nunes published the first known European translation of Al-Khwarizmi's work in 1567. Nunes demonstrated geometric representations of algebraic concepts like expanding brackets and completing the square.
3. Al-Sijzi proved geometrically in the 10th century that the binomial expansion of (a + b)3 is a3 + 3ab(a + b) +
The document provides an introduction to basic algebra and graphing concepts for two students, Kaya and Zoey. It covers one new idea (using variables to represent unknown numbers) and four things to learn: substitution, combining, solving, and graphing. It defines key terms and provides examples of substituting values for variables, combining algebraic expressions, solving equations, and graphing points and lines. Higher-level concepts like graphing parabolas, circles, and three-dimensional graphs are also introduced.
1. The document contains 10 math problems with solutions. The problems cover topics like arithmetic progressions, rates of change, probability, and geometry.
2. One problem involves finding the value of n given that the sum of even numbers between 1 and n is a specific value. The solution uses the formula for the sum of an arithmetic progression.
3. Another problem asks what fraction of a solution must be replaced if the original solution was 40% and replaced with 25% solution to get a final concentration of 35%. The solution sets up an equation to solve for the fraction replaced.
The document contains solutions to 18 math and probability problems. Some key details:
- Problem 1 involves finding an odd number n such that the sum of even numbers between 1 and n equals 79*80.
- Problem 2 calculates the price at which a bushel of corn costs the same as a peck of wheat, given changing prices.
- Problem 3 determines the minimum number of people needed to have over a 50% chance that one was born in a leap year.
This document contains notes and formulae on solid geometry, circle theorems, polygons, factorisation, expansion of algebraic expressions, algebraic formulae, linear inequalities, statistics, significant figures and standard form, quadratic expressions and equations, sets, mathematical reasoning, straight lines, and trigonometry. The key concepts covered include formulas for calculating the volume and surface area of various 3D shapes, properties of angles in circles and polygons, factorising and expanding algebraic expressions, solving linear and quadratic equations, set notation and Venn diagrams, types of logical arguments, equations of straight lines, and defining the basic trigonometric ratios.
The document contains multiple algebra and math problems involving functions, inequalities, sequences and series. It asks the reader to identify properties of functions, determine intervals/values based on given information, calculate sums of sequences and series, and identify true/false statements about given equations.
Math school-books-3rd-preparatory-2nd-term-khawagah-2019khawagah
This document is the introduction to a mathematics textbook for third preparatory year students. It discusses the book's organization and goals. The book is divided into units with lessons, exercises, and tests. It aims to make mathematics enjoyable and practical, helping students understand its importance and appreciate mathematicians. Color images and examples are used to illustrate concepts simply and excitingly to facilitate learning.
1. Al-Khwarizmi wrote the first treatise on algebra, Hisab al-jabr w’al-muqabala, in 820 AD, which provided methods for solving equations. The word "algebra" is derived from "al-jabr" in the title, meaning restoration.
2. Pedro Nunes published the first known European translation of Al-Khwarizmi's work in 1567. Nunes demonstrated geometric representations of algebraic concepts like expanding brackets and completing the square.
3. Al-Sijzi proved geometrically in the 10th century that the binomial expansion of (a + b)3 is a3 + 3ab(a + b) +
The document provides an introduction to basic algebra and graphing concepts for two students, Kaya and Zoey. It covers one new idea (using variables to represent unknown numbers) and four things to learn: substitution, combining, solving, and graphing. It defines key terms and provides examples of substituting values for variables, combining algebraic expressions, solving equations, and graphing points and lines. Higher-level concepts like graphing parabolas, circles, and three-dimensional graphs are also introduced.
1) Probability is a numerical index between 0 and 1 that represents the likelihood of an event occurring. It is calculated by dividing the number of favorable outcomes by the total number of possible outcomes.
2) Examples are provided to demonstrate calculating probability for events like drawing balls from a bag, rolling dice, tossing coins, and other scenarios involving chance.
3) Key terms used in probability such as sample space, outcomes, events, and how to define them are explained.
This document provides notes on various mathematics topics for the IGCSE including: decimals and standard form, accuracy and error, powers and roots, ratio and proportion, and trigonometry. It includes examples and practice problems for each topic. The notes are intended to help with revision for IGCSE mathematics question papers and assessments.
This document provides examples and explanations of operations involving polynomials and rational expressions. It covers factoring polynomials, evaluating polynomial expressions, adding, subtracting, multiplying and dividing rational expressions, and simplifying complex fractions and expressions with radicals. Step-by-step solutions are shown for problems such as factoring expressions, evaluating polynomials for given values, combining like rational expressions, rationalizing denominators, and more. The document demonstrates various techniques for working with polynomials and rational expressions.
3.complex numbers Further Mathematics Zimbabwe Zimsec Cambridgealproelearning
This document introduces complex numbers and their algebra. It discusses how quadratic equations can lead to complex number solutions and how to represent complex numbers in the forms a + bi and rcis(θ). It then covers the basic arithmetic operations of addition, subtraction, multiplication and division of complex numbers. It provides examples of solving equations with complex number solutions. The key points are:
- Complex numbers allow solutions to quadratic equations that have no real number solutions.
- Complex numbers can be represented as a + bi or rcis(θ).
- Operations on complex numbers follow the same rules as real numbers but use i2 = -1.
- Equations with complex number variables can be solved using the same methods as real numbers
CBSE XII MATHS SAMPLE PAPER BY KENDRIYA VIDYALAYA Gautham Rajesh
The document provides the blueprint for the Class XII maths exam, including the breakdown of questions by chapter and type (1 mark, 4 marks, 6 marks). It includes 13 chapters, with a total of 10 one-mark questions, 12 four-mark questions, and 7 six-mark questions. The document also provides a sample question paper following the same format, with Section A having 10 one-mark questions, Section B having 12 four-mark questions, and Section C having 7 six-mark questions. The question paper covers various topics like relations and functions, matrices, differentiation, integrals, differential equations, and probability.
The document discusses solving rational equations by clearing fractions. It explains that to solve an equation with fractional terms, we first multiply both sides of the equation by the lowest common denominator (LCD) of the fractions. This clears the fractions by distributing the LCD. Then the resulting equation can be solved using normal algebraic techniques. Two examples are provided to demonstrate this process.
The document explains the distance formula and how to calculate the distance between two points in a coordinate plane. It provides the formula for distance as the square root of the sum of the squares of the differences between the x-coordinates and y-coordinates of the two points. Several examples are given of using the distance formula to calculate the distance between points with given coordinates.
The document discusses two methods for simplifying complex fractions. A complex fraction is a fraction with fractions in the numerator or denominator. The first method reduces the complex fraction to an "easy" problem by combining the numerator and denominator terms into single fractions. The second method multiplies the lowest common denominator of all terms to both the numerator and denominator of the complex fraction. An example using each method is provided to demonstrate the simplification process.
This document provides notes on additional mathematics for Form 4 students. It includes definitions and examples of functions, inverse functions, quadratic equations, and logarithms. Some key points summarized:
1. A function f maps objects to images. To find the inverse function f-1, change f(x) to y and solve for x in terms of y.
2. To find the roots of a quadratic equation, one can use factorisation, the quadratic formula, or complete the square. The nature of the roots depends on the sign of b2 - 4ac.
3. To solve a system of equations involving one linear and one non-linear equation, one can substitute one equation into the other and solve
HOW TO CALCULATE EQUATION OF A LINE(2018)sumanmathews
HERE, WE DISCUSS FEW PROBLEMS ON HOW TO CALCULATE EQUATION OF A LINE . THE FORMULAE USING THE TANGENT OF THE INCLINATION OF THE LINE AND THE TWO POINT FORM ARE DISCUSSED.
THIS IS USEFUL FOR GRADE 10 AND GRADE 11 MATH STUDENTS AND STUDENTS PREPARING FOR THE GRE (QUANT), SAT AND ACT
1. The document provides an overview of important topics covered in Form 4 and Form 5 mathematics. These include functions, quadratic equations, trigonometry, statistics, calculus, and coordinate geometry.
2. Examples of how to solve different types of problems are given for each topic, such as finding the sum and product of roots for quadratic equations or using rules of logarithms to simplify logarithmic expressions.
3. Strategies for solving problems involving concepts like differentiation, integration, progressions, and linear laws are outlined. Methods for finding volumes or areas under curves are also summarized briefly.
This document provides an overview and activities on solving quadratic equations by factoring. It begins by defining quadratic equations and their standard form. Several activities are presented to practice identifying quadratic equations, rewriting them in standard form, and factoring trinomials of the form x^2 + bx + c. The final activity involves factoring quadratic equations to determine their roots. The document aims to build mastery of skills needed to solve quadratic equations using factoring techniques.
The document provides examples of solving mathematical expressions and equations using order of operations (BODMAS) and other simplification rules. It includes 25 word problems with step-by-step solutions showing the calculations and reasoning. The problems cover topics like percentages, ratios, proportions, time/work problems and involve setting up and solving equations. The document aims to help students practice simplifying complex expressions and solving different types of mathematical word problems.
The document is a mathematics textbook for Additional Mathematics Form 4. It covers topics on functions, simultaneous equations, quadratic equations, and quadratic functions. It contains examples and practice questions for students to work through with answers. The questions range from simple calculations to solving equations and inequalities involving quadratic expressions.
This document provides a review of various algebra topics including: indices, expanding single and double brackets, substitution, solving equations, solving equations from angle problems, finding the nth term of sequences, simultaneous equations, inequalities, factorizing using common factors, quadratics, grouping and the difference of two squares. It also includes examples to practice each topic.
This document contains information about the format and topics covered in papers 1 and 2 of an exam. Paper 1 has 25 questions to be answered in 2 hours, with 10 questions of low difficulty, 6 of moderate difficulty, and 1 of high difficulty. Paper 2 has 3 sections, with the first section containing 6 questions to answer, the second 5 questions where the test taker must choose 4, and the third 4 questions where they must choose 2. The total time for Paper 2 is 2.5 hours.
The document then lists topics that will be covered in the exam, grouped under the categories of Algebra, Geometry, Calculus, Trigonometry, Statistics, Science and Technology. Specific topics include functions, quadratic equations
1. The given relation R defines a line with points (2,3), (4,2), and (6,1). The range of y-values is {1,2,3}.
2. The two trigonometric equations are equal when xy < 1.
3. The expressions 7A - (I + A)3 and -I are equal after expanding and simplifying the terms.
The document defines arithmetic sequences as lists of numbers where each term is generated by adding a common difference to the previous term. It provides examples of arithmetic sequences and explains how to find the nth term of a sequence using the first term and common difference. Several word problems involving arithmetic sequences are also presented along with their solutions.
53 multiplication and division of rational expressionsalg1testreview
The document discusses multiplication and division of rational expressions. It presents the multiplication rule for rational expressions, which states that the product of two rational expressions is equal to the product of the tops divided by the product of the bottoms. Examples are provided to demonstrate simplifying rational expression products by factoring and canceling like terms.
This document contains a math lesson on deriving and using the distance formula. It begins by showing how to derive the formula for finding the distance between two points on a coordinate plane by replacing the coordinates with variables. Examples are then shown of applying the formula to find distances between points with given coordinates. The document emphasizes that the distance formula can be used to find the distance between any two points on a coordinate plane.
Series expansion of exponential and logarithmic functionsindu psthakur
The document summarizes series expansions of exponential and logarithmic functions. It provides the series expansions of ex, e-x, ex+c, and logarithmic functions like log(1+x). It discusses the properties of the natural logarithm and exponential functions. Examples are given of finding sums of various exponential and logarithmic series. Questions with hints are also provided about proving properties related to logarithmic and exponential series.
1) Probability is a numerical index between 0 and 1 that represents the likelihood of an event occurring. It is calculated by dividing the number of favorable outcomes by the total number of possible outcomes.
2) Examples are provided to demonstrate calculating probability for events like drawing balls from a bag, rolling dice, tossing coins, and other scenarios involving chance.
3) Key terms used in probability such as sample space, outcomes, events, and how to define them are explained.
This document provides notes on various mathematics topics for the IGCSE including: decimals and standard form, accuracy and error, powers and roots, ratio and proportion, and trigonometry. It includes examples and practice problems for each topic. The notes are intended to help with revision for IGCSE mathematics question papers and assessments.
This document provides examples and explanations of operations involving polynomials and rational expressions. It covers factoring polynomials, evaluating polynomial expressions, adding, subtracting, multiplying and dividing rational expressions, and simplifying complex fractions and expressions with radicals. Step-by-step solutions are shown for problems such as factoring expressions, evaluating polynomials for given values, combining like rational expressions, rationalizing denominators, and more. The document demonstrates various techniques for working with polynomials and rational expressions.
3.complex numbers Further Mathematics Zimbabwe Zimsec Cambridgealproelearning
This document introduces complex numbers and their algebra. It discusses how quadratic equations can lead to complex number solutions and how to represent complex numbers in the forms a + bi and rcis(θ). It then covers the basic arithmetic operations of addition, subtraction, multiplication and division of complex numbers. It provides examples of solving equations with complex number solutions. The key points are:
- Complex numbers allow solutions to quadratic equations that have no real number solutions.
- Complex numbers can be represented as a + bi or rcis(θ).
- Operations on complex numbers follow the same rules as real numbers but use i2 = -1.
- Equations with complex number variables can be solved using the same methods as real numbers
CBSE XII MATHS SAMPLE PAPER BY KENDRIYA VIDYALAYA Gautham Rajesh
The document provides the blueprint for the Class XII maths exam, including the breakdown of questions by chapter and type (1 mark, 4 marks, 6 marks). It includes 13 chapters, with a total of 10 one-mark questions, 12 four-mark questions, and 7 six-mark questions. The document also provides a sample question paper following the same format, with Section A having 10 one-mark questions, Section B having 12 four-mark questions, and Section C having 7 six-mark questions. The question paper covers various topics like relations and functions, matrices, differentiation, integrals, differential equations, and probability.
The document discusses solving rational equations by clearing fractions. It explains that to solve an equation with fractional terms, we first multiply both sides of the equation by the lowest common denominator (LCD) of the fractions. This clears the fractions by distributing the LCD. Then the resulting equation can be solved using normal algebraic techniques. Two examples are provided to demonstrate this process.
The document explains the distance formula and how to calculate the distance between two points in a coordinate plane. It provides the formula for distance as the square root of the sum of the squares of the differences between the x-coordinates and y-coordinates of the two points. Several examples are given of using the distance formula to calculate the distance between points with given coordinates.
The document discusses two methods for simplifying complex fractions. A complex fraction is a fraction with fractions in the numerator or denominator. The first method reduces the complex fraction to an "easy" problem by combining the numerator and denominator terms into single fractions. The second method multiplies the lowest common denominator of all terms to both the numerator and denominator of the complex fraction. An example using each method is provided to demonstrate the simplification process.
This document provides notes on additional mathematics for Form 4 students. It includes definitions and examples of functions, inverse functions, quadratic equations, and logarithms. Some key points summarized:
1. A function f maps objects to images. To find the inverse function f-1, change f(x) to y and solve for x in terms of y.
2. To find the roots of a quadratic equation, one can use factorisation, the quadratic formula, or complete the square. The nature of the roots depends on the sign of b2 - 4ac.
3. To solve a system of equations involving one linear and one non-linear equation, one can substitute one equation into the other and solve
HOW TO CALCULATE EQUATION OF A LINE(2018)sumanmathews
HERE, WE DISCUSS FEW PROBLEMS ON HOW TO CALCULATE EQUATION OF A LINE . THE FORMULAE USING THE TANGENT OF THE INCLINATION OF THE LINE AND THE TWO POINT FORM ARE DISCUSSED.
THIS IS USEFUL FOR GRADE 10 AND GRADE 11 MATH STUDENTS AND STUDENTS PREPARING FOR THE GRE (QUANT), SAT AND ACT
1. The document provides an overview of important topics covered in Form 4 and Form 5 mathematics. These include functions, quadratic equations, trigonometry, statistics, calculus, and coordinate geometry.
2. Examples of how to solve different types of problems are given for each topic, such as finding the sum and product of roots for quadratic equations or using rules of logarithms to simplify logarithmic expressions.
3. Strategies for solving problems involving concepts like differentiation, integration, progressions, and linear laws are outlined. Methods for finding volumes or areas under curves are also summarized briefly.
This document provides an overview and activities on solving quadratic equations by factoring. It begins by defining quadratic equations and their standard form. Several activities are presented to practice identifying quadratic equations, rewriting them in standard form, and factoring trinomials of the form x^2 + bx + c. The final activity involves factoring quadratic equations to determine their roots. The document aims to build mastery of skills needed to solve quadratic equations using factoring techniques.
The document provides examples of solving mathematical expressions and equations using order of operations (BODMAS) and other simplification rules. It includes 25 word problems with step-by-step solutions showing the calculations and reasoning. The problems cover topics like percentages, ratios, proportions, time/work problems and involve setting up and solving equations. The document aims to help students practice simplifying complex expressions and solving different types of mathematical word problems.
The document is a mathematics textbook for Additional Mathematics Form 4. It covers topics on functions, simultaneous equations, quadratic equations, and quadratic functions. It contains examples and practice questions for students to work through with answers. The questions range from simple calculations to solving equations and inequalities involving quadratic expressions.
This document provides a review of various algebra topics including: indices, expanding single and double brackets, substitution, solving equations, solving equations from angle problems, finding the nth term of sequences, simultaneous equations, inequalities, factorizing using common factors, quadratics, grouping and the difference of two squares. It also includes examples to practice each topic.
This document contains information about the format and topics covered in papers 1 and 2 of an exam. Paper 1 has 25 questions to be answered in 2 hours, with 10 questions of low difficulty, 6 of moderate difficulty, and 1 of high difficulty. Paper 2 has 3 sections, with the first section containing 6 questions to answer, the second 5 questions where the test taker must choose 4, and the third 4 questions where they must choose 2. The total time for Paper 2 is 2.5 hours.
The document then lists topics that will be covered in the exam, grouped under the categories of Algebra, Geometry, Calculus, Trigonometry, Statistics, Science and Technology. Specific topics include functions, quadratic equations
1. The given relation R defines a line with points (2,3), (4,2), and (6,1). The range of y-values is {1,2,3}.
2. The two trigonometric equations are equal when xy < 1.
3. The expressions 7A - (I + A)3 and -I are equal after expanding and simplifying the terms.
The document defines arithmetic sequences as lists of numbers where each term is generated by adding a common difference to the previous term. It provides examples of arithmetic sequences and explains how to find the nth term of a sequence using the first term and common difference. Several word problems involving arithmetic sequences are also presented along with their solutions.
53 multiplication and division of rational expressionsalg1testreview
The document discusses multiplication and division of rational expressions. It presents the multiplication rule for rational expressions, which states that the product of two rational expressions is equal to the product of the tops divided by the product of the bottoms. Examples are provided to demonstrate simplifying rational expression products by factoring and canceling like terms.
This document contains a math lesson on deriving and using the distance formula. It begins by showing how to derive the formula for finding the distance between two points on a coordinate plane by replacing the coordinates with variables. Examples are then shown of applying the formula to find distances between points with given coordinates. The document emphasizes that the distance formula can be used to find the distance between any two points on a coordinate plane.
Series expansion of exponential and logarithmic functionsindu psthakur
The document summarizes series expansions of exponential and logarithmic functions. It provides the series expansions of ex, e-x, ex+c, and logarithmic functions like log(1+x). It discusses the properties of the natural logarithm and exponential functions. Examples are given of finding sums of various exponential and logarithmic series. Questions with hints are also provided about proving properties related to logarithmic and exponential series.
The student reflects on completing a math project for their calculus course as a way to study for an upcoming exam. They acknowledge that they procrastinated significantly but were able to cover a broad range of calculus concepts through multi-step word problems selected from different units. While the assignment did not dramatically increase their knowledge, it helped reinforce some details and connections between topics. The student resolves to select deadlines more wisely and stop procrastinating for future projects.
This document provides problems in four areas: number theory, algebra, geometry, and probability. It includes:
1) Five number theory exercises involving divisibility, remainders, and properties of numbers.
2) Five algebra exercises involving solving equations, finding roots, and relationships between coefficients and roots.
3) Five geometry exercises involving properties of shapes like triangles, cylinders, and trapezoids.
4) Five probability exercises calculating chances of outcomes and applying distributions to real-world scenarios.
The document provides the problems in each area along with the full worked out solutions and explanations. It covers a range of fundamental mathematical concepts across multiple domains.
Mayank and Srishti presentation on gyandeep public schoolMayankYadav777500
This document discusses quadratic equations. It begins by thanking teachers for allowing students to do a project on quadratic equations. It then provides a brief history of quadratic equations and defines them as polynomial equations of degree 2 in the form of ax2 + bx + c = 0. It discusses roots, different forms quadratic equations can take, methods for solving them including factoring and the quadratic formula, and the concept of the discriminant. Examples are provided to illustrate solving by factoring and using the quadratic formula. In the end it provides sources used in the document.
Factoring polynomials involves finding common factors that can be divided out of terms, similar to factoring numbers but with variables; this is done by looking for a single variable or number that is a common factor of all terms that can be pulled out in front of parentheses. The document provides examples of different types of factoring polynomials including using the greatest common factor, difference of squares, grouping, and perfect squares and cubes.
1. The document shows methods for calculating the area of rectangles by splitting them into smaller rectangles.
2. It demonstrates that the area of the original rectangle equals the sum of the areas of the smaller rectangles.
3. Algebraic formulas are developed to represent splitting rectangles and multiplying sums and differences.
This document provides an overview of the key topics covered in Lecture 4, including:
1. How to sketch quadratic and cubic curves by finding intercepts and stationary points.
2. How to use the second derivative to determine if a stationary point is a maximum, minimum, or point of inflection.
3. Rules for simplifying expressions using indices and how to convert numbers to and from standard form.
This document contains information about a study package on complex numbers for a mathematics class. It includes an index listing various topics covered, such as theory, exercises, and past exam questions. It also provides information about the student, including their name, class, and roll number. The document contains text in Hindi discussing perseverance and overcoming obstacles. At the end is contact information for the education institution providing the study package.
This document contains 5 math problems involving factorizing expressions, solving equations, evaluating expressions for given values, expanding expressions, and finding the highest common factor. It also provides context on working with straight line graphs, including finding the gradient and y-intercept of a line from its equation, finding the gradient between two points, finding the midpoint and a point that divides a line segment in a given ratio, and finding the x- and y-intercepts of a line.
This document discusses various techniques for solving polynomial expressions using long division. It provides examples of:
1) Dividing polynomials with common variables and subtracting exponents
2) Simplifying polynomial expressions using factoring or long division
3) Dividing polynomials where one term is missing by treating the missing term as zero
4) Using long division to solve word problems involving areas of shapes
This document contains 10 math questions related to trigonometric functions, sets, relations and functions, complex numbers, sequences and series, straight lines, conic sections. The questions range from proving identities and equations to finding specific values based on given information. They require various trigonometric, algebraic and geometric problem solving skills at a higher-order thinking level.
The document describes a plan to distract a teacher, Mr. K, in order to steal his coffee. It involves throwing his block of wood in the hallway so he would discover a smart board with tricky math questions. While Mr. K was focused on fixing errors in the answers, the students were able to steal his coffee. The smart board then provides the correct solutions to the math questions to further distract Mr. K.
The document provides 12 examples of solving problems involving surds and indices. It covers laws of indices, definitions and laws of surds, and examples of simplifying expressions with surds and indices, evaluating expressions, and determining relative sizes of surds. The examples progress from basic operations to more complex multi-step problems.
This document contains questions from assignments in differential calculus, continuity and differentiation, rate of change of quantities, increasing and decreasing functions, tangents and normals, and approximation. It also includes word problems involving optimization such as finding dimensions that result in maximum area, volume, or other quantities. There are over 25 questions in total across these calculus topics.
This document contains a mock CAT exam with multiple choice questions and explanations. It consists of two pages. The first page lists 60 multiple choice questions with answer options A-D. The second page provides explanations for the questions and solutions to problems. It discusses topics like probability, ratios, geometry, time/speed/distance word problems, and data interpretation from graphs.
1. The identity (a+b+c)2 = a2 + b2 + c2 + 2ab + 2bc + 2ca is valid for negative values of a, b, and c.
2. For c = 0, the identity becomes (a+b)2 = a2 + b2 + 2ab.
3. When c is negative in (a+b+c)2, the terms 2bc and 2ca become negative.
The document provides information on exam format and topics that need to be studied for Form 4 and Form 5 exams.
It recommends setting targets and being familiar with exam format. The main topics covered are functions, quadratic equations, trigonometry, calculus, vectors, statistics, and index numbers. Exercise and practice are strongly emphasized. Sample exam papers and questions are provided to illustrate exam structure and level of difficulty.
in
I. The rule for solving expressions (BODMAS) is explained, with brackets having the highest priority, followed by division, multiplication, addition and subtraction.
II. The modulus of a real number a is defined as |a|=a if a>0 and |a|=-a if a<0.
III. When an expression contains a vinaculum (bar), the expression under the bar is simplified first before applying BODMAS.
Current Ms word generated power point presentation covers major details about the micronuclei test. It's significance and assays to conduct it. It is used to detect the micronuclei formation inside the cells of nearly every multicellular organism. It's formation takes place during chromosomal sepration at metaphase.
When I was asked to give a companion lecture in support of ‘The Philosophy of Science’ (https://shorturl.at/4pUXz) I decided not to walk through the detail of the many methodologies in order of use. Instead, I chose to employ a long standing, and ongoing, scientific development as an exemplar. And so, I chose the ever evolving story of Thermodynamics as a scientific investigation at its best.
Conducted over a period of >200 years, Thermodynamics R&D, and application, benefitted from the highest levels of professionalism, collaboration, and technical thoroughness. New layers of application, methodology, and practice were made possible by the progressive advance of technology. In turn, this has seen measurement and modelling accuracy continually improved at a micro and macro level.
Perhaps most importantly, Thermodynamics rapidly became a primary tool in the advance of applied science/engineering/technology, spanning micro-tech, to aerospace and cosmology. I can think of no better a story to illustrate the breadth of scientific methodologies and applications at their best.
ESR spectroscopy in liquid food and beverages.pptxPRIYANKA PATEL
With increasing population, people need to rely on packaged food stuffs. Packaging of food materials requires the preservation of food. There are various methods for the treatment of food to preserve them and irradiation treatment of food is one of them. It is the most common and the most harmless method for the food preservation as it does not alter the necessary micronutrients of food materials. Although irradiated food doesn’t cause any harm to the human health but still the quality assessment of food is required to provide consumers with necessary information about the food. ESR spectroscopy is the most sophisticated way to investigate the quality of the food and the free radicals induced during the processing of the food. ESR spin trapping technique is useful for the detection of highly unstable radicals in the food. The antioxidant capability of liquid food and beverages in mainly performed by spin trapping technique.
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...Sérgio Sacani
Context. With a mass exceeding several 104 M⊙ and a rich and dense population of massive stars, supermassive young star clusters
represent the most massive star-forming environment that is dominated by the feedback from massive stars and gravitational interactions
among stars.
Aims. In this paper we present the Extended Westerlund 1 and 2 Open Clusters Survey (EWOCS) project, which aims to investigate
the influence of the starburst environment on the formation of stars and planets, and on the evolution of both low and high mass stars.
The primary targets of this project are Westerlund 1 and 2, the closest supermassive star clusters to the Sun.
Methods. The project is based primarily on recent observations conducted with the Chandra and JWST observatories. Specifically,
the Chandra survey of Westerlund 1 consists of 36 new ACIS-I observations, nearly co-pointed, for a total exposure time of 1 Msec.
Additionally, we included 8 archival Chandra/ACIS-S observations. This paper presents the resulting catalog of X-ray sources within
and around Westerlund 1. Sources were detected by combining various existing methods, and photon extraction and source validation
were carried out using the ACIS-Extract software.
Results. The EWOCS X-ray catalog comprises 5963 validated sources out of the 9420 initially provided to ACIS-Extract, reaching a
photon flux threshold of approximately 2 × 10−8 photons cm−2
s
−1
. The X-ray sources exhibit a highly concentrated spatial distribution,
with 1075 sources located within the central 1 arcmin. We have successfully detected X-ray emissions from 126 out of the 166 known
massive stars of the cluster, and we have collected over 71 000 photons from the magnetar CXO J164710.20-455217.
Immersive Learning That Works: Research Grounding and Paths ForwardLeonel Morgado
We will metaverse into the essence of immersive learning, into its three dimensions and conceptual models. This approach encompasses elements from teaching methodologies to social involvement, through organizational concerns and technologies. Challenging the perception of learning as knowledge transfer, we introduce a 'Uses, Practices & Strategies' model operationalized by the 'Immersive Learning Brain' and ‘Immersion Cube’ frameworks. This approach offers a comprehensive guide through the intricacies of immersive educational experiences and spotlighting research frontiers, along the immersion dimensions of system, narrative, and agency. Our discourse extends to stakeholders beyond the academic sphere, addressing the interests of technologists, instructional designers, and policymakers. We span various contexts, from formal education to organizational transformation to the new horizon of an AI-pervasive society. This keynote aims to unite the iLRN community in a collaborative journey towards a future where immersive learning research and practice coalesce, paving the way for innovative educational research and practice landscapes.
The cost of acquiring information by natural selectionCarl Bergstrom
This is a short talk that I gave at the Banff International Research Station workshop on Modeling and Theory in Population Biology. The idea is to try to understand how the burden of natural selection relates to the amount of information that selection puts into the genome.
It's based on the first part of this research paper:
The cost of information acquisition by natural selection
Ryan Seamus McGee, Olivia Kosterlitz, Artem Kaznatcheev, Benjamin Kerr, Carl T. Bergstrom
bioRxiv 2022.07.02.498577; doi: https://doi.org/10.1101/2022.07.02.498577
Sexuality - Issues, Attitude and Behaviour - Applied Social Psychology - Psyc...PsychoTech Services
A proprietary approach developed by bringing together the best of learning theories from Psychology, design principles from the world of visualization, and pedagogical methods from over a decade of training experience, that enables you to: Learn better, faster!
PPT on Direct Seeded Rice presented at the three-day 'Training and Validation Workshop on Modules of Climate Smart Agriculture (CSA) Technologies in South Asia' workshop on April 22, 2024.
The debris of the ‘last major merger’ is dynamically youngSérgio Sacani
The Milky Way’s (MW) inner stellar halo contains an [Fe/H]-rich component with highly eccentric orbits, often referred to as the
‘last major merger.’ Hypotheses for the origin of this component include Gaia-Sausage/Enceladus (GSE), where the progenitor
collided with the MW proto-disc 8–11 Gyr ago, and the Virgo Radial Merger (VRM), where the progenitor collided with the
MW disc within the last 3 Gyr. These two scenarios make different predictions about observable structure in local phase space,
because the morphology of debris depends on how long it has had to phase mix. The recently identified phase-space folds in Gaia
DR3 have positive caustic velocities, making them fundamentally different than the phase-mixed chevrons found in simulations
at late times. Roughly 20 per cent of the stars in the prograde local stellar halo are associated with the observed caustics. Based
on a simple phase-mixing model, the observed number of caustics are consistent with a merger that occurred 1–2 Gyr ago.
We also compare the observed phase-space distribution to FIRE-2 Latte simulations of GSE-like mergers, using a quantitative
measurement of phase mixing (2D causticality). The observed local phase-space distribution best matches the simulated data
1–2 Gyr after collision, and certainly not later than 3 Gyr. This is further evidence that the progenitor of the ‘last major merger’
did not collide with the MW proto-disc at early times, as is thought for the GSE, but instead collided with the MW disc within
the last few Gyr, consistent with the body of work surrounding the VRM.
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...Scintica Instrumentation
Targeting Hsp90 and its pathogen Orthologs with Tethered Inhibitors as a Diagnostic and Therapeutic Strategy for cancer and infectious diseases with Dr. Timothy Haystead.
Travis Hills of MN is Making Clean Water Accessible to All Through High Flux ...Travis Hills MN
By harnessing the power of High Flux Vacuum Membrane Distillation, Travis Hills from MN envisions a future where clean and safe drinking water is accessible to all, regardless of geographical location or economic status.
2. 2
if iwere not there it would have been
impossible …
A man is like a fraction whose numerator is what he is and whose
denominator is what he thinks of himself. The larger the
denominator the smaller the fraction.
Priyatosh Dutta√-1
3. A Few Puzzles
1. A 25 cubic feet water Tank is 1 ft taller than it is wide, and 1 ft longer than it is
the dimension of the Tank.
~ 24.5 inches wide; x(x+1)(x+2) =25, a simple(!) cubic equation! What is the exact
solution?
2. Find he Number (x) whose triple is 4 plus its square. [1884, Nicolas Chuquet]
X2 + 4 = 3x, x = (3/2) ± √(-7/14)
It’s a solution, but impossible solution!! It can not be placed in the real
number Line.
[(3/2) ± √(-7/14)]2 +4 (definitely) = 3 [(3/2) ± √(-
7/14)]
3. 1803, Lazare Carnot, Geometrie de Position:
How a line segment AB of length a can be divided so that the product of the len
Of the shorter segments is one-half of the square of the original length a?
x (a-x) = a2/2 ; x = a/2 ± a √(-1)/2
Newton: “… the equation has one true affirmative solution, two negative ones
and two
impossible ones”.
3
4. Attempts To Understand √(-m)
Socrates’ Square
Puzzle
To Construct a Square whose area is twice the
Area of
A given Square
1
1
1
1
√2
1
1
√2
√2
Diagonal;
A sq ft = Area √A ft = side
Geometrically √ is perceived as equivalent to
length
What if Area (A) < 0 ? Say, A= -m, Side = √A =
√(-m)
Negative Area and Square Root of (Negative): Non Real
Situation
Definition: The Square Root of a positive Number (N) is Just a quantity (S) whose
square (S2)
Is that Number (N). √N = S or N = S2 ; But S2 = Always Positive, so also N.
So a Negative number is not entitled to have a Square Root.
4
5. There Is No More
OR
There Is [Even] More …
Problems versus Good Problems!!!
Category I SOLVE THIS! An Equation, Perhaps; Just Solve It! There is No M
Category II
important: Conceptual Structure of the solution, NOT the Solution Itself.
There is EVEN
MORE.
• Solving Gets You to a Deeper Level of QUESTION
ASKING
• A Letter of Introduction to a Level of Interaction that You Have NOT Achieved Be
• An Invitation to Extend Your
Imagination
Poincare Conjecture (Yet to achieve!):
TRUE or NOT TRUE? It Extends our 3D geometric Intuition
So, √-2 Exists or Not? : What [even] more It HAS? How To Reach What √-2 Really Is
5
6. Time: Past, Present and Future and i =√-1: A Mystical Approach, Abbe Buee (1748-
1826)
If t = future time, -t= past time, t 0 = present time, then t0 is composed
of
(t √-1)/2 and (–t √-1)/2;
t0 = c1. (t √-1)/2 + c2 (–t √-1)/2; for c1=c2, t0 =0 present is as mysterious as
ZERO!
c1 ≠ c2, t0 = (c1 – c2). (t √-1)/2 ; t0 contains √-1, so present can not be
placed on the
Real line of past and future. So where to place it?
• √-1 is the sign of perpendicularity. Failed to define multiplication of line
segments.
The Thinker? “We are the bees of the Invisible” (Rainer Maria Rilke)
“… to go to the edge and report
back”
“… having-gone-to-the-very-end in an
experience,
to where one can go no further.”
“The eureka moment in a Story. A moment of restless anticipation in the face
of slowly
emerging act of imagining”.
The story The history of Mathematics; Act Not in any single mind
and
Moment a period that may stretch over centuries.
The bees took 300 years to go to the edge and bring back the drop of honey [√-1 or i ]
from the invisible, imaginative world. So: √-1 = Imagination, an imaginary Number.
6
7. •What is Imagination? How does it work? How it differs from that in Poe
•Can one feel the “working” of imagination in mathematics?
•Do these different imaginations are complimentary to each other?
1. Phantasies
(Greek)
Sight’ of something seen before,
absent now.
‘Mone koro ma jachhi
Ghorai Chare…
Visio (Latin)= sight Imagination (English)
2. A number of abstract ideas compounded into one image [J.
Bentham]
Rakkhas, Khokkas,
Rupkatha
3. Function of connecting mere facts with eternity/infinity [no Poetry otherwise],
Wordsworth
Bar Aaschhe Topar Mathai Diye; Topar symbol of eternal unity
4. Coleridge: Fancy: Less Daring Sibling of
Imagination
Mode of memory emancipated from
Order of Time and space.
5. Object and Felt Inner Experience “Imagining a Flower” vs. “Fearing an Earthquake”
6. “The Missing mystery of Philosophy and an Unacknowledged Question Mark”, Eva Bro
7. “Horn of Light, Intermediary between Being (Its Narrow End) and Not Being (Its infinitely
Wide End)”, 2oth century Sufi ,Ibn al-Arabi
7
8. How We Imagine and Express That …
1. Visualization vs.
Experiencing
• Mind’s Game Beyond Mind or “Mind’s Mind” [9th
consciousness?]
[familiar picture on mind’s screen]
• One Can Express Difficult to Express or
describe• Gharana (Classify, Articulate and explain On Stage Performance (Nikhil
Banerjee)
2. Phantastikon: A Kind of Elementary Particle of
Imagination;
(Interior Analogue of Sensory Perception). Stoic,
Chrysippus
3. “…better to go down upon your marrow-bones,
for to articulate sweet sound together
is to work harder than all these…” W.B. Yeats in Adam’s Curse
4. “…all the images rose up [to me] as things, with a parallel production of the expression
without any sensation or consciousness of effort…” , Coleridge
Claims to have composed at least 200-300 lines in his SLEEP [of poem
“Kabul Khan”
5. “…unsettling feeling of a “poem to come” –as disturbing as the aura of
Migraine”
Stephen Dobyns (Poet).
Joy Goswami: Kabita in a moving Tram, Ekta Ghorer mato…
8
9. Breakthrough for √-1: Not from Quadratic [x2 +1 =0], rather from Cubic
equations
The Duel: 1535: Venice: M. Fiore and N. TartagliaX3 = X + 1; X3 = b X + c
NO Sridharacharyya, NO Simple formula: del Ferro [1465-1526], Not so
simple!!!
X
=
3
c/2 + c2/4 – b3/27
3
c/2 - c2/4 – b3/27
+
[Gift from a Magician
Genius]
1. The Duel-Challenge Problem: X3 = X + 1, b=1, c=1, d= 1/4 – 1/27 = 23/108
> 0
X = {1/2 + √(23/108)}1/3 + {1/2 - √(23/108)}1/3 = 1.324717957
2. X3 = 3 X -2, b=3, c= -2; d= 4/4 – 27/27 = 0;
X =
3
-
1
3
-1+
How this curious expression would give the two real solutions X = 1 and
X = -2?
Rafael Bombelli [1526-72], L’Algebra
You must have cubed -1? (-1)3 = -1; so -1 is one of the cube roots of -1.
Ever cubed (1 ± √-3)/2? {(1 ± √-3)/2}3 = -1 also. Got 2 other cube roots of -1.
So X = -1 + (-1) X = (1 + √-3)/2 + (1 - √-3)/2X = 1/2 + 1/2 = 1
X = {c/2 + √d}1/3 + {c/2 -√d}1/3 ; where d = c2/4 –
b3/27
9
10. 3. X3 = 15 X + 4, b= 15, c= 4, d= 16/4- 3375/27 = 4 -125 = -121 ; √d= √(-121) =
11i
X = {c/2 + √d}1/3 + {c/2 -√d}1/3 ; X = {2 + 11i}1/3 + {2 – 11i}1/3
X = {D}1/3 + {D*}1/3 ; where D = 2 + 11i and D* = 2 – 11i
How to find the cube roots of D and D* , two complex numbers, conjugate to each
other?
Bombelli Insight Again!
Let z = (2 + i q) is a complex number which is the required cube root of D.
Z = {D}1/3 or Z3 = D i.e. (2 + iq)3 = D or 8 – iq3 + 12i q – 6 q2 = D = 2 + 11i
Or, 8 – 6q2 = 2 or 6q2 = 6 or q = 1 and i(12q – q3)= 11i or q(12-q2) = 11 q=1
So, z = (2 + 1i) is the cube root of D, similarly Z* = (2 – 1i )= {D*}1/3
X= Z + Z* = 2 + 1i + 2 – 1i = 4 one of the roots (X) of the given equation X3 =
15 X + 4
Two other solutions are X = -2
± √3
10
11. 4. X3 = 3 X + 1, b= 3, c= 1, d= c2/4 – b3/27 = 1/4- 1 = -3/4; √d= √(-3/4)= (√3 i)/2
X = {c/2 + √d}1/3 + {c/2 -√d}1/3 ; X = {1/2 + √(3i)/2}1/3 + {1/2 - √(3i)/2}1/3
X = {D}1/3 + {D*}1/3 ; where D = 1/2 + √(3i)/2 and D* = 1/2 - √(3i)/2
How to find the cube roots of D and D* , two complex numbers, conjugate to each
other?
Modern algebra (of complex number)! The Algorithm follows:
• D = a + i b; the polar form of D (r, ɸ) where r = {a2 + b2}, ɸ = tan-1(b/a)
• The three cube roots of D (say, P, Q and R) will have the same modulus “ r1/3 ” and
• angles Ɵ1 = ɸ/3, Ɵ2 = ɸ/3 + 120, and Ɵ3 = ɸ/3 + 240 [you need only to be able to
trisect an angle (ɸ) and extract the cube root of a real number “r”].
• P = r1/3 {cos Ɵ1 + i sin Ɵ1 ) ; Q = r1/3 {cos Ɵ2 + i sin Ɵ2 ) and R = r1/3 {cos Ɵ3 + i
sin Ɵ3 )
Similarly for D*, the three cube roots are P*, Q*, and R*
P* = r1/3 {cos Ɵ1 - i sin Ɵ1 ) ; Q* = r1/3 {cos Ɵ2 - i sin Ɵ2 ) and R* = r1/3 {cos Ɵ3 - i
sin Ɵ3 )
Now, the three solutions are X1 = P + P* , X2 = Q + Q* , and X3 = R + R*
11
12. Example: X3 = 3 X + 1, b= 3, c= 1, d= c2/4 – b3/27 = 1/4- 1 = -3/4; √d= √(-3/4)=
(√3 i)/2
X = {c/2 + √d}1/3 + {c/2 -√d}1/3 ; X = {1/2 + √(3i)/2}1/3 + {1/2 - √(3i)/2}1/3
X = {D}1/3 + {D*}1/3 ; where D = 1/2 + √(3i)/2 and D* = 1/2 - √(3i)/2
• D = a + i b; a = 1/2 and b= √3/2, r = {(1/2)2 + (√3/2)2}1/2 = (1/4 + 3/4)1/2 = 1,
and
• ɸ = tan-1[ (√3/2)/(1/2) ] = tan-1[ √3] ɸ = 60;
• angles Ɵ1 = 60/3 = 20, Ɵ2 = ɸ/3 + 120 = 140, and Ɵ3 = ɸ/3 + 240 = 260
• P = 11/3{cos 20 + i sin 20); Q = r1/3{cos 140 + i sin 140) and R = r1/3 {cos 260 +
i sin 260)
• X1 = 2 cos 20 = 1.879385, X2 = 2 cos 140 = -1.532088 and X3 = 2 cos 260= -
0.347296Similarly for X3 = 15 X + 4 we get all the three solutions: X = 4 and
X = -2 ± √3
12
13. X=
3
c/2 + c2/4 – b3/27 3
c/2 - c2/4 – b3/27
+
Unfolding the Gift Pack (from the Magician Genius] X3 = b X +
c
X = {D}1/3 + {D*}1/3How did del Ferro know to do this???
Let X = u + v X3 –bX = c (u + v)3 – b(u + v) = c u3 + v3 + (3uv –b) (u+v) = c ,
3uv –b = 0 and u3 + v3 = c
v = b/(3u) u3 + b3 /(27 u3 ) = c
u6 – c u3 + b3 /27 = 0 a huge step backward? Not
Really!
sixth degree, but quadratic in u3
Magician’s Trick: Splitting into two
parts:
{u3}2 – c u3 + b3 /27 = 0; u3 = c/2 ± {c2/4 - b3 /27}1/2
u = [ c/2 + {c2/4 - b3 /27}1/2 ]1/3 v3 = c - u3 v = [ c/2 - {c2/4 - b3 /27}1/2 ]1/3
X = {D}1/3 + {D*}1/313
14. Visualizing/ Representing Z = a + i b:
Targ
et
2. The Negative of Z and complex conjugate of Z: Any Graphical
Representation?
1. Is a point good enough to represent Z? What does it
mean?
3. Addition of two complex numbers: Z = Z1 + Z2 : What
does it give?
5. The Polar Form of complex number Z (r, ɸ).
What it is?6. Representing three cube roots of unity. four 4th roots of unity
8. The three cube roots of Z= 1 + i : An example
and finally9. Visualizing the three solutions of X3 = b X + c; An
example
1. Comprehend the idea of number as
transformation, and2. To work at visualizing these
transformations.
Imagining imaginary number is not a simple act of visualization. Two Steps
are there:
4. Multiply by i: What happens
visually?
7. Raising to power: Zm [Z3 for
example].
MarriagebetweenAlgebraand
Geometry
14
15. Z = x + i y
x
y
Z = x + iy in a complex plane
Z
-Z
The Negative of Z is its reflection through the
origin
Z
Z*
The complex conjugate of Z is its
reflection through the axis.
Z
r
ɸ
The polar form of Z
(r, ɸ)
Z=x + i y = r. cosɸ + I
.r.sinɸ
15
16. Z1 + Z2
Z1
Z2
Addition of Z1 and Z2 :
Vector Parallelogram Law
ɸ = 3π/4√
2
Z = -1 + i
The complex Number Z = -1 + I in polar form
Z
Z3
(r, ɸ) (√2, 450)
(r3, 3ɸ)
(2√2, 1350)
Z3 and Z in the complex plane; Z
= 1+ i
90o a + i b
-b + i a
Multiplying by i is rotation by 90o
Zm = rm (cos mɸ + i sin mɸ)
Z3 = 2√2(cos 135 + i sin 135)
= -2 + 2 i
16
17. Three Cube Roots of Unity Four 4th Roots of Unity
Three Cube Roots of Z =
1 + i
17
18. PQ
R
Q
R
P a =
0.93693…
X =
1.879386…
a=-0.766044…
X=-1.532088…
a = -0.173648…
X = -
0.347296…
Three Solutions of X3 = 3 X + 1
X = {D}1/3 + {D*}1/3
P, Q, and R three cube roots of
D
P or Q or R a + i b; X = 2 a
18
19. Complex Number: An Ant: Carrying Load Much More Than its weight
A pair of frequently used Approximations and
an even more useful Exact Relation
ex ≈ 1 + x; ln(1 + x) ≈ x, x is small e±Ɵ = cos Ɵ ± i sin Ɵ
Taylor’s Series: f(x) = f(a) + (x-a) fˊ (a) + {(x-a)2/2!} fˊˊ(a) + {(x-a)3/3!} fˊˊˊ(a) + . . .;
take a=0,
f(x) = f(0) + x fˊ (0) + (x2/2!) fˊˊ(0) + (x3/3!) fˊˊˊ(0)
+ . .
Example 1 ln(x) = (x-1) - (x-1)2/2 + (x-1)3/3 - …
ln(1+x) = x- x2/2 + x3/3 - …
Clearly, for small x, xn ≈ 0 for n ≥ 2; ln(1 + x) ≈ x
Example 2 sin(x) = x - x3/3! + x5/5! – x7/7! + x9/9! - …
Example 3 cos(x) = 1 - x2/2! + x4/4! – x6/6! + x8/8!
- …Example 4 ex = 1 + x + x2/2! + x3/3! + x4/4! + x5/5! + x6/6! + x7/7! + …
Clearly, for small x, xn ≈ 0 for n ≥ 2; ex ≈ 1 +
x
Now comes His Majesty complex number Z = x + i y
19
20. ez = 1 + z + z2/2! + z3/3! + z4/4! + z5/5! + z6/6! + z7/7! + …
Not Happy? Well, may take a purely imaginary number, say z = i y
eiy = 1 + (iy) + (iy)2/2! + (iy)3/3! + (iy)4/4! + (iy)5/5! + (iy)6/6! + (iy)7/7! + …
=1 + iy - y2/2! - iy3/3! + y4/4! + iy5/5! - y6/6! - iy7/7! + …
= (1 - y2/2! + y4/4! - y6/6! + …) + i(y - y3/3! + y5/5! - y7/7! + …)
eiy = cos (y) + i sin(y) similarly e-iy = cos (y) - i sin(y)
Take y = π, eiπ = cos (π) + i sin(π) = 1 eiπ + 1 = 0, The
most Beautiful
(e, π), (i), (0,1), complex real
combination
π from i using eiπ + 1 = 0 : The beauty of the beautiful [Euler]
eiπ + 1 = 0 Now ln(1+ i) – ln(1- i) = 2 i (1 – 1/3 +1/5 -1/7
+1/9 - …)
eiπ = -1 = i2 Expand ln{(1+i)/(1-i)} = ln i = 2 i (1 – 1/3 +1/5 -1/7 +1/9 - …)
ln eiπ = ln i2 ln(1±z), i π/2 = 2 i (1 – 1/3 +1/5 -1/7 +1/9 - …)
iπ = 2 ln i take z=i π/4 = 1 – 1/3 +1/5 -1/7 +1/9 - …20
21. Form DOES Matter: A few examples
1. Raising Z to power m Z = x + i y then Zm = ?
Z = r cos ɸ + i r sin ɸ = r(cos ɸ + i sin ɸ) = reiɸ
Zm = (reiɸ )m = rm eimɸ = rm [cos (mɸ) + sin
(mɸ)]
2. Excellent Trigonometric
IdentitieseiA = cos A + i sin A, eiB = cos B + i sin B
eiA.eiB =(cos A + i sin A)(cos B + i sin B) =(cos A cos B – sinA sinB) + i (sin A
cos B +cos A sin B)
But eiA.eiB = ei(A+B) = cos (A+B) + i sin (A+B)
cos (A+B) = cos A cos B – sinA sinB sin (A+B) = sin A cos B +
cos A sin B
Special Case: A = B,
cos 2A = cos2 A – sin2 A sin 2A = 2 sin A cos
A21
22. 3. A famous formula in the history of π
Z1 = r1 eiɸ1 , Z2 = r2 eiɸ2 ; and Z3 = r3 eiɸ3 ;
Take Z3 = Z1 Z2 r3 eiɸ3 = (r1 eiɸ1) ( r2 eiɸ2 ) = (r1 r2) ei(ɸ1+ ɸ2) So, r3 = r1r2, ɸ3 =
ɸ1 + ɸ2
Z1 = 2 + i, ɸ1 = tan-1 (1/2), and Z2 = 3 + i, ɸ2 = tan-1 (1/3)
Z3 = Z1 Z2 = (2+i) (3+i) =5 + 5i, ɸ3 = tan-1 (5/5) = tan-1 1 = π/4;
from ɸ1 ,ɸ2 and ɸ3 we have tan-1 (1/2) + tan-1 (1/3) = π/4
4. A common saying may not be true in general: 1x = 1 for any x?
Obviously its true for x being ± integers including zero, or fraction. What
about 1π ?
1 (1eiɸ), ɸ= tan-1 (0/1) = 2nπ, n=0,1,2,…, so 1= (e2inπ ) , or 1π = (e2inπ )π [Lamber
Or, 1π = cos(2nπ2) + i sin(2nπ2) ; clearly for n=0, 1π =1.
Now, 2nπ2 = π(2nπ) and for n ≠ 0, 2πn is never an integer [ π is irrational] and
Hence sin(2nπ2) will never vanish. So, 1π will always have a nonzero imaginary p
Similarly 1e [ e is irrational] also has an infinite distinct complex values. [Euler 1
22
23. Touch of Genius: Euler and Poisson
I1 = ∞∫0 sin(s)2 ds = I2 = ∞∫0cos(s)2 ds = (1/2) √(π/2)
1743: He Could find convergent infinite series for numerical calculation only of I1
and I2.And he took another nearly 40 years to evaluate them exactly: April 30,
1781.
And he did it using Complex quantities.
That “HE” is none other than all time great Leonhard Euler.
6. I = 1∫-1 dx/x = ??? [Poisson (1781-1840) in 1815]
From Symmetry Argument: I = 0 as 1/x is an odd function.
There are infinite negative area from -1 to 0 and infinite positive area from
0 to 1.
But ∞ + (-∞) can be anything, not just zero.
Integrating along the real axis, at the origin x=0, the integrand blows up.
Poisson’s Trick to Avoid Integrand Explosion: Using complex number: x =-eiƟ , 0 ≤ Ɵ≤
1∫-1 dx/x = π∫0 (-i eiƟ /-eiƟ )dƟ = π∫0 i dƟ = i π
Integration path swings around the fatal point x=0, along a smicircular arc in the
upper half of the complex plane.
5. Using The Complex To Do The Real :Euler
23
24. Imagining yourself As Erwin Schrodinger in 1926
[How √-1 appears in a real-world physical problem?]
1900: Planck: BBR (E = hν) 1905: A. Einstein: P.E.E. (E = hν)
1924: de Broglie: Matter Wave (p=h/λ)
1926: Schrodinger, In Search of the matter wave equation!
A few features of the Expected Equation of matter wave
The Equation can not be derived from other principle
It itself constitutes a fundamental law of nature
Fix the Solution first, then trace back to the Equation that gives the Solution.
The correctness can be judged only by consequent agreement with observed pheno
(a posteriori proof).
The wave equation that motivated Schrodinger for a Clue
Maxwell’s equation for each component of electric and magnetic fields in vacuum
Ψ – (1/c2 ) ∂2 Ψ/∂t2 = 0 where 2 [the Laplacian or “del-
squared” is
= ∂2 /∂x2 + ∂2 /∂y2 + ∂2 /∂z2 ;
you want to have an analogous equation for the de Broglie matter
wave
2
2
Let us consider a wave motion propagating in X-direction. At x and t, the form of the
might be represented by a product of periodic functions, one periodic in space (x) an
the one is periodic in time (t )such as
24
25. Ψ(x) = f(2 π x/λ) and Ψ(t) = g(2πνt).
f repeats its value for x increases by one wavelength λ.
ν represents the number of cycles of the wave per unit time.
Taking into account both x- and t- dependence, consider the wave Ψ(x,t) as
Ψ(x,t) = Ψ(x) Ψ(t) = f(2 π x/λ). g(2πνt).
f and g might be sinusoidal functions like sin Ɵ, cos Ɵ, or some linear
combination of them.
Scrodinger’s choice: Derivatives of exponentials are simpler than those of sines or
cosines.
Is there any suitable relation that bind exponentials and sinusoidals together?
You are Lucky and should be grateful to Euler. Complex exponential gives that
expression: e±iƟ = cos Ɵ ± i sin Ɵ;
So, f (2 π x/λ) = ei 2πx/λ and g (2πνt) = e±2πiνt
Ψ(x,t) = Ψ(x) Ψ(t) = f(2 π x/λ). g(2πνt) = ei 2πx/λ . e-2πiνt = Exp[2
πi(x/λ - νt)]
(-) sign indicates that the wave is travelling from left to right.
So far, so Good! It has ν and λ i.e. you’ve got the wave form.
But where is the particle? How is it a matter wave?
Nowhere the particle, neither its mass (m) nor its energy(E) or
momentum(p).
Simpler” at the cost of a “complex”? Grammatical? Simple and Complex get
synonymous.
You won’t mind really as you’ve not demanded so far that Ψ(x,t) has to be real!
25
26. Ψ(x,t) = Exp[2πi(x/λ - νt)]
Planck + de Broglie Scrodinger
Planck: E = hν or ν = E/h de Broglie: p=h/λ or 1/λ = p/h
Ψ(x,t) = Exp[2πi(px/h – Et/h)]
Ψ(x,t) = Exp[ ipx/ħ ] Exp[ -iEt/ħ] ħ “aitch-bar”, Dirac
At last the wave like nature of a particle (p, E) got its expression.
It’s supposed to be solution of an equation. But where is the Equation?
We need a “backward journey” or “Reverse Engineering” to get that …
What is that? How can you do that? The Reverse Engineering?
From child (solution) to its mother (parent equation that produces that
solution)???
Ψ = Ψ(x,t): Your character (variation) is your identity! Why don’t you see the
variation of the man [Ψ(x,t)]. Yes, rightly guessed, its all about differentiation o
w.r.to its variable x and t. Do it!26
27. Ψ(x,t) = Exp[ i(px –Et)/ħ]
∂Ψ(x,t)/∂t = (∂/∂t) Exp[ i(px –Et)/ħ]
= (-iE/ħ) Exp[ i(px –Et)/ħ]
= (-iE/ħ) Ψ(x,t), or
Ψ(x,t) = Exp[ i(px – Et)/ħ]
∂Ψ(x,t)/∂x = (∂/∂x) Exp[ i(px – Et)/ħ]
= (ip/ħ) Exp[ i(px – Et)/ħ]
= (ip/ħ) Ψ(x,t), or
Tempted for a 2nd derivative? Well,
Do it!
-ħ2 (∂2Ψ/∂x2 ) = p2 Ψ
p2 /2m = E or p2 =2mE
-ħ2 (∂2Ψ/∂x2 ) = (2mE) Ψ
-(ħ2/2m)(∂2Ψ/∂x2 ) = E Ψ = (iħ)(∂/∂t)Ψ
(iħ)(∂/∂t)Ψ = -(ħ2/2m)(∂2Ψ/∂x2 )
(iħ)(∂/∂t)Ψ = -(ħ2/2m)(∂2Ψ/∂x2 ) + V(x)Ψ,
[for a particle with P.E = V(x,t)].
(iħ) (∂/∂t)Ψ = E Ψ,
-ħ2 (∂2Ψ/∂x2 ) = p2 Ψ
You’ve got two derivatives involving E & p.
Are you going to get two equations then?
Never mind. Try to merge them into one…
How you can do that?
For waves in 3 dimension:
(iħ)(∂/∂t)Ψ(r,t) = -(ħ2/2m) 2 + V(x)] Ψ(r,t)
(iħ)(∂Ψ/∂t) = HΨ GOT it? The Baby Got
Adult.27
(iħ) (∂/∂t)Ψ = E
Ψ
(-iħ) (∂/∂x)Ψ = p
Ψ
28. HΨ = (iħ)(∂Ψ/∂t) , where Ψ = Ψ(r,t) = Ψ(r) Ψ(t) = Ψ(r) Exp [ (-i E t) /ħ]
Now consider a conservative [E ≠ f(t)] system i.e. V(x) and H ≠ f(t) . What follows?
H Ψ(r) Ψ(t) = (iħ)(∂[Ψ(r) Ψ(t)]/∂t) , Ψ(t) = Exp [ (-i E t) /ħ]
Ψ(t) [H Ψ(r)] = (iħ) Ψ(r) (∂Ψ(t)/∂t) (∂Ψ(t)/∂t) = (-i E /ħ) Ψ(t)
= (iħ) Ψ(r) (-i E /ħ) Ψ(t)
= E Ψ(r) Ψ(t) or
H Ψ(r) = E Ψ(r) Time independent Schrodinger
equation.
Haven't You witnessed the Birth of Modern Quantum Mechanics?!
Rewind a little bit: (-iħ) (∂/∂x)Ψ = p Ψ: If you like the colour-match, you can
equate them
(-iħ) (∂/∂x) = p or p= (-iħ) (∂/∂x)= (ħ/i) (∂/∂x) you may accept it as a justified
Postulate.
28
29. if i were not there: A Postscript on the Wave function Ψ(r,t)
Ψ(r,t) is complex (in general). You don’t insist it to be real either. What the hell is it then
Just a mere mathematical abstraction! But abstraction of what reality?
Truly, Ψ(r,t) has no “physical significance” in the sense that it does not correspond to
any
”observable” or physically measurable quantity. But for Schrodinger’s sake, please
hold your
tongue and let me LOVE (this non-real one)!
z = (a + i b), z* = (a – i b), Amplitude of z = z = (a2 + b2 )1/2 (REAL)
Amplitude Ψ i.e. (Ψ* Ψ) or Ψ 2 is a real quantity. Now You can assign it
the duty of representing something real and meaningful:
In EMR (Maxwell’s), Amplitude of the wave is intensity of field. For matter
wave?
Max Born: (Ψ* Ψ) = probability density.As a Result: Constraints on its behavior, to be a “well Behaved” one.
As a Result: Quantization, Naturally arising quantum numbers.29
30. if i were not there: A Postscript on What matters and matters
not …
1. p= (-iħ) (∂/∂r) operator (linear momentum)
2. (iħ)(∂Ψ/∂t) = HΨ time dependent Schrodinger
equation
3. Ψ(r,t) = Ψ(r) Exp [ (-i E t) /ħ] The matter wave
4. [x, px ] = i ħ [commutation]
5. (d/dt) <Q> = (i /ħ) <[H, Q]> [commutation and conservation]
6. Uncertainty: Δx Δpx = ΔEΔt = ħ/2 Δx Δpx ≥ (1/2) |˂ [x, px ]˃| and [x, px ]
= i ħ
7. [H, px ] = (i ħ) (d/dx) V(x) (d/dt)<px > = -<(d/dx)V(x)>= force
Newton’s
[H, x ] = (ħ/I ) (p/m) m (d/dt)< x >= < px >= momentum Law
A bridge (one way) between Classical and Quantum: Ehrenfest’s Theorem.“Classical” deals with Average values, “quantum” deals with underlying details.
The minute details of your Mind is subject to Quantum which, on average manife
The classical YOU.30
31. References
1. An imaginary Tale: The Story of √-1, Paul J Nahin
2. Imagining Numbers, Bary Mazur
3. GAMMA: Exploring Euler’s Constant
4. What Is Mathematics, R. courant and H. Robbins, Revised by Ian Stew
5. Mathematical Methods for Scientist and Engineers, Donald A. McQua
6. Molecular Quantum mechanics, Atkins and Friedman
7. Introduction To Quantum Mechanics, S.M. Blinder
8. A Life of Schrodinger, W.J. Moore
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