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TOPICS IN MATRIX ANALYSIS contains a lot of stuff including LMI's, Kronecker and Hadamard products of matrices and their properties etc. I found this book indispensible when I was studying Semidefinite Programming.
Both these books are now available in paperback (cost around 30+) dollars each. I have recently purchased both copies and can only strongly recommend them to anyone else.
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Who was Samuel Johnson? He was, in one sense, the first literary celebrity. His fabled dictionary of the English language was, a few years down the road, superceded and greatly improved upon by the dictionary written by Noah Webster. His tour of Scotland and the book that ensued from it hardly rank with the other literary giants of English. And his essays, indisputably brilliant, remain sadly that: forms of literature seldom read, and lacking the artistic force of the play, the novel, the poem.
What Boswell shows us about Johnson is that he was the sharpest conversationalist of his time in a society that cultivated the very finest of witty speakers. Living off the beneficence of friends, off a royally-provided pension, and leading what he readily acknowledged to be a life of idleness, Johnson was a sought-after personality invigorated by one of the brightest literary minds ever.
Boswell introduces the genius, his pathos, his melancholy, his piety, his warmth, and most of all his stinging wit. That he loved and respected Johnson, and sought to honor his memory, can only be doubted by an utter cynic or someone serving a lifetime of durance in academia.
"All intellectual improvement arises from leisure..." "You shall retain your superiority by my not knowing it." "Sir, they [Americans] are a parcel of convicts and ought to be thankful for anything we allow them short of hanging." "He was dull in a new way, and that made people think him great." "...it is our duty to maintain the subordination of civilized society..." "It is wonderful, when a calculation is made, how little the mind is actually employed in the discharge of any profession." Boswell: "...you are an idle set of people." Johnson: "Sir, we are a city of philosophers." "We should knock him down first, and pity him afterwards."
And best of all, and immortal to boot, is this: "No man but a blockhead writes, except for money."
Buy this book. Read it. It's humanity at its wittiest and most complex.
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Nonetheless, I really like their take on linear algebra. They motivate you in every subject and problem (for example, the relations between eigenvectors, eigenvalues, and optimization problems). These insights are invaluable and definitely worth the admission price.
Together with Golub and Van Loan's "Matrix Computations", this is THE linear algebra book to get, although only if you're sufficiently initiated.
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I only gave this book three stars because of the horrible proof-reading. It appeared as if the original documents had been scanned in and run through OCR software without a human bothering to check the results. Some examples: in one story, Tekeli-li is printed T>k>li-li; in one story all instances of "he" are printed as "be".
Other than that, I would recommend this collection to anyone interested in weird fiction set in Antarctica.