Abstract
Understanding of systems of linear equations permeates in the study of several topics of importance in linear algebra, such as rank, range, linear independence/dependence, linear transformations, characteristic values and vectors. After giving an overview of the literature on the teaching and learning of systems of linear equations, research results on student difficulties at different school and university levels are presented, establishing relationships with the way this topic is taught. The conceptions that students develop about ‘system’ and ‘solution’ are discussed in synthetic-geometric and analytic contexts in two and three dimensional spaces. Based on these observations, some pedagogical suggestions about planning instruction on this topic are offered. Although the findings reported in this chapter correspond to research undertaken in Mexico and Uruguay, they might be reflecting a more general phenomenon related to conceptions that students develop in relation with systems of linear equations and their solutions.
Notes
- 1.
Note that this question is repeated to see if the sequence of questions has made an effect on the students’ conceptions.
References
Borja-Tecuatl, I., Trigueros, M. & Oktaç, A. (2013). Difficulties in Using Variables—A Tertiary Transition Study. In S. Brown, G. Karakok, K. Hah Roh & M. Oehrtman (eds.), Proceedings of the 16th Annual Conference on Research in Undergraduate Mathematics Education, vol. 1, (pp. 80–94). Denver, Colorado.
Cutz Kantún, B. M. (2005). Un estudio acerca de las concepciones de estudiantes de licenciatura sobre los sistemas de ecuaciones y su solución. Unpublished masters’ thesis. Cinvestav-IPN, Mexico.
DeVries, D. & Arnon, I. (2004). Solution-What does it mean? Helping linear algebra students develop the concept while improving research tools. Proceedings of the 28th Conference of the International Group for the Psychology of Mathematics Education, 2, 55–62.
Duval, D. (2006). A cognitive analysis of problems of comprehension in a learning of mathematics. Educational Studies in Mathematics, 61, 103–131.
Eslava, M. & Villegas, M. (1998). Análisis de los modos de pensar sintético y analítico en la representación de las categorías de tres rectas en el plano. Unpublished certification course thesis, Universidad Autónoma del Estado de Hidalgo, Mexico.
Kieran, C. (1981). Concepts Associated with the Equality Symbol. Educational Studies in Mathematics, 12, 317–326.
Mora Rodríguez, B. (2001). Modos de pensamiento en la interpretación de la solución de sistemas de ecuaciones lineales. Unpublished masters’ thesis. Cinvestav-IPN, Mexico.
Ochoviet Filgueiras, T. C. (2009). Sobre el concepto de solución de un sistema de ecuaciones lineales con dos incógnitas. Unpublished doctoral thesis. Cicata-IPN, Mexico.
Panizza, M., Sadovsky, P. & Sessa, C. (1999). La ecuación lineal con dos variables: Entre la unicidad y el infinito. Enseñanza de las Ciencias, 17(3), 453–461.
Sfard, A. & Linchevski, L. (1994a). Between arithmetic and algebra: In the search of a missing link. The case of equations and inequalities. Rend. Sem. Mat. Univ. Pol. Torino, 52(3), 279–307.
Sfard, A. & Linchevski, L. (1994b). The gains and pitfalls of reification—The case of algebra. Educational Studies of Mathematics, 26, 191–228.
Sierpinska, A. (2000). On some aspects of students’ thinking in linear algebra. In J.-L. Dorier (ed.), On the teaching of linear algebra (pp. 209–246). Dordrecht: Kluwer Academic Publishers.
Stadler, E. (2011). The same but different—Novice university students solve a textbook exercise. In M. Pytlak, T. Rowland & E. Swoboda (eds.), Proceedings of the 7th Conference of European Researchers in Mathematics Education (pp. 2083–2092). Rzeszow, Poland.
Acknowledgements
I would like to thank Bonifacio Mora, Blanca Cutz, Cristina Ochoviet, Irving Alcocer, Carina Ramírez and Juan Guadarrama for their collaboration on parts of the project and data collection as well as the insights they brought to the project meetings.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Appendices
Appendix 1: Questionnaire Applied to the First Group of University Students
-
1.
-
(a)
Draw the graphs of the following equations on the same coordinate system:
\(4y = 3x - 5\) and \(y = \frac{6x - 10}{8}\)
-
(b)
Compare the graphs and write down your comments.
-
(c)
Use any method that you may know to solve the following system of equations:
$$\left\{ {\begin{array}{*{20}c} {4y = 3x - 5} \\ {y = \frac{6x - 10}{8}} \\ \end{array} } \right.$$
-
(a)
-
2.
-
(a)
Draw the graphs of the following equations on the same coordinate system: \(y = \frac{2x + 3}{4}\) and \(12y = 6x + 10\)
-
(b)
Compare the graphs and write down your comments.
-
(c)
Use any method that you may know to solve the following system of equations:
$$\left\{ {\begin{array}{*{20}c} {2x - 4y = - 3} \\ { - 6x + 12y = 10} \\ \end{array} } \right.$$ -
(a)
-
3.
Solve the following system of equations:
$$\left\{ {\begin{array}{*{20}c} {hx + y = 1} \\ {4x - 2y = k} \\ \end{array} } \right.$$ -
4.
Given the following graphical representation of three lines, how many solutions does the system represented by these graphs have?
-
5.
Solve the following system of equations:
$$\left\{ {\begin{array}{*{20}c} {4x - 3y = - 1} \\ {2x + y = 4} \\ {x - 3y = 3} \\ \end{array} } \right.$$
Appendix 2: Questionnaire Applied to the Second Group of University Students
Part I. Question 1. Considering that in the first figure there are 2 lines in the plane and in all the other figures there are 3 lines, determine the number of solutions of the system of equations represented by each graph, what those solutions are and explain how you found them.
Question 2. Considering that in Fig. 7 there are 2 planes in the space and in all the other figures there are 3 planes, determine the number of solutions of the system of equations represented by each graph, what those solutions are and explain how you found them.
Part II. Question 3. For one of the previous figures write a system of equations that might represent it. (Although in the figures the coordinate axes were not included, you should have in mind the positions of the lines and planes with respect to each other).
Part III. Question 4. If it is possible, write a system of two equations in two unknowns so that it has:
-
(a) a unique solution (b) no solution (c) more than one solution
If it is not possible, explain why.
Question 5. If it is possible, write a system of three equations in three unknowns so that it has:
-
(a) a unique solution (b) no solution (c) more than one solution
If it is not possible, explain why.
Question 6. If it is possible, write a system of three equations in two unknowns so that it has:
-
(a) unique solution (b) no solution (c) more than one solution
If it is not possible, explain why.
Question 7. If it is possible, write a system of two equations in three unknowns so that it has:
-
(a) a unique solution (b) no solution (c) more than one solution
If it is not possible, explain why.
Part IV. Question 8. Solve the following system of equations:
Appendix 3: Questionnaire Applied to the Middle and High School Students
-
(1)
The following figure shows lines associated to a system of three first degree equations in two unknowns. How many solutions does the system have? Why?
-
(2)
The following figure shows lines associated to a system of four first degree equations in two unknowns. How many solutions does the system have? Why?
-
(3)
The following figure shows lines associated to a system of three first degree equations in two unknowns. How many solutions does the system have? Why?
-
(4)
Solve the following system of equations using the method you wish. Does the system have a solution? If your response is negative explain why and if it is affirmative indicate how many solutions there are and what they are.
-
(5)
Can a system of three first degree equations in two unknowns have
-
(a)
a unique solution?
-
(b)
exactly two solutions?
-
(c)
and exactly three?
-
(d)
Can it have infinitely many solutions?
-
(e)
And no solution?
-
(a)
Explain each one of your answers and illustrate it by means of a graphical representation.
-
(6)
Can you put another line in the following figure so that the system of equations associated to all the lines has no solution? Explain your answer.
-
(7)
Can you put three more lines in the following figure so that the system of equations associated to all the lines has a unique solution? Explain your answer.
-
(8)
Can you put another line in the following figure so that the system of equations associated to two lines has only two solutions? Explain your answer.
-
(9)
Can you put another line in the following figure so that the system of equations associated to all the lines has infinitely many solutions? Explain your answer.
-
(10)
Can you put two more lines in the following figure so that the system of equations associated to all the lines has infinitely many solutions? Explain your answer.
-
(11)
Give a system of first degree equations whose unique solution is the ordered pair \(\left( {2,1} \right)\). Explain how you did it.
-
(12)
Can a system of first degree equations have as a solution the ordered pair \(\left( {2,1} \right)\) and also other solutions? If your answer is negative explain why it is not possible and if it is affirmative give an example explaining how you obtain it.
-
(13)
Can you put another line in the following figure so that the system of equations associated to them has the solution the ordered pair \(\left( {3,4} \right)\)?
-
(14)
Can you put another line in the following figure so that the system of equations associated to them has as its solutions only the ordered pairs \(\left( { - 3,2} \right)\) and \(\left( {2, - 1} \right)\)? Explain your answer.
-
(15)
Can you put another line in the following figure so that the system of equations associated to them has among its solutions the ordered pairs \(\left( { - 3,2} \right)\) and \(\left( {2, - 1} \right)\)? Explain your answer.
-
(16)
Can a system of three first degree equations in two unknowns have
-
(f)
a unique solution?
-
(g)
exactly two solutions?
-
(h)
and exactly three?
-
(i)
Can it have infinitely many solutions?
-
(j)
And no solution?
-
(f)
Explain each one of your answers and illustrate it by means of a graphical representation.Footnote 1
-
(17)
Explain what a system of equations is for you.
-
(18)
Explain what a solution of a system of equations is for you.
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this chapter
Cite this chapter
Oktaç, A. (2018). Conceptions About System of Linear Equations and Solution. In: Stewart, S., Andrews-Larson, C., Berman, A., Zandieh, M. (eds) Challenges and Strategies in Teaching Linear Algebra. ICME-13 Monographs. Springer, Cham. https://doi.org/10.1007/978-3-319-66811-6_4
Download citation
DOI: https://doi.org/10.1007/978-3-319-66811-6_4
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-66810-9
Online ISBN: 978-3-319-66811-6
eBook Packages: EducationEducation (R0)