{"id":20036,"date":"2024-04-15T05:47:31","date_gmt":"2024-04-15T05:47:31","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=20036"},"modified":"2024-04-15T05:47:31","modified_gmt":"2024-04-15T05:47:31","slug":"at-least-one-eigen-value-of-a-singular-matrix-is-a-positive-b-zero-c-negative-d-imaginary","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/at-least-one-eigen-value-of-a-singular-matrix-is-a-positive-b-zero-c-negative-d-imaginary\/","title":{"rendered":"At least one eigen value of a singular matrix is A. positive B. zero C. negative D. imaginary"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;positive&#8221; option2=&#8221;zero&#8221; option3=&#8221;negative&#8221; option4=&#8221;imaginary&#8221; correct=&#8221;option1&#8243;]<!--more--><\/p>\n<p>The correct answer is $\\boxed{\\text{B. zero}}$.<\/p>\n<p>A singular matrix is a square matrix that has at least one zero eigenvalue. This means that there exists at least one nonzero vector $v$ such that $Av=0$. In other words, the matrix $A$ does not have an inverse.<\/p>\n<p>The eigenvalues of a matrix are the roots of its characteristic polynomial. The characteristic polynomial of a singular matrix is a polynomial of degree at least one with at least one root equal to zero. Therefore, at least one eigenvalue of a singular matrix must be zero.<\/p>\n<p>The other options are incorrect because they are not always true for singular matrices. A singular matrix can have positive, negative, or imaginary eigenvalues, but it must have at least one zero eigenvalue.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;positive&#8221; option2=&#8221;zero&#8221; option3=&#8221;negative&#8221; option4=&#8221;imaginary&#8221; correct=&#8221;option1&#8243;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[489],"tags":[],"class_list":["post-20036","post","type-post","status-publish","format-standard","hentry","category-linear-algebra","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.2 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>At least one eigen value of a singular matrix is A. positive B. zero C. negative D. imaginary<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/exam.pscnotes.com\/mcq\/at-least-one-eigen-value-of-a-singular-matrix-is-a-positive-b-zero-c-negative-d-imaginary\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"At least one eigen value of a singular matrix is A. positive B. zero C. negative D. imaginary\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;positive&#8221; 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