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Author: Zong Woo Geem
Publisher: Springer
ISBN: 3642001858
Category : Mathematics
Languages : en
Pages : 210
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Book Description
Calculus has been used in solving many scientific and engineering problems. For optimization problems, however, the differential calculus technique sometimes has a drawback when the objective function is step-wise, discontinuous, or multi-modal, or when decision variables are discrete rather than continuous. Thus, researchers have recently turned their interests into metaheuristic algorithms that have been inspired by natural phenomena such as evolution, animal behavior, or metallic annealing. This book especially focuses on a music-inspired metaheuristic algorithm, harmony search. Interestingly, there exists an analogy between music and optimization: each musical instrument corresponds to each decision variable; musical note corresponds to variable value; and harmony corresponds to solution vector. Just like musicians in Jazz improvisation play notes randomly or based on experiences in order to find fantastic harmony, variables in the harmony search algorithm have random values or previously-memorized good values in order to find optimal solution.
Author: Zong Woo Geem
Publisher: Springer
ISBN: 3642001858
Category : Mathematics
Languages : en
Pages : 210
Get Book Here
Book Description
Calculus has been used in solving many scientific and engineering problems. For optimization problems, however, the differential calculus technique sometimes has a drawback when the objective function is step-wise, discontinuous, or multi-modal, or when decision variables are discrete rather than continuous. Thus, researchers have recently turned their interests into metaheuristic algorithms that have been inspired by natural phenomena such as evolution, animal behavior, or metallic annealing. This book especially focuses on a music-inspired metaheuristic algorithm, harmony search. Interestingly, there exists an analogy between music and optimization: each musical instrument corresponds to each decision variable; musical note corresponds to variable value; and harmony corresponds to solution vector. Just like musicians in Jazz improvisation play notes randomly or based on experiences in order to find fantastic harmony, variables in the harmony search algorithm have random values or previously-memorized good values in order to find optimal solution.
Author: Zong Woo Geem
Publisher: Springer Science & Business Media
ISBN: 364204316X
Category : Computers
Languages : en
Pages : 179
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Book Description
Nowadays, music-inspired phenomenon-mimicking harmony search algorithm is fast growing with many applications. One of key success factors of the algorithm is the employment of a novel stochastic derivative which can be used even for discrete variables. Instead of traditional calculus-based gradient, the algorithm utilizes musician’s experience as a derivative in searching for an optimal solution. This can be a new paradigm and main reason in the successes of various applications. The goal of this book is to introduce major advances of the harmony search algorithm in recent years. The book contains 14 chapters with the following subjects: State-of-the-art in the harmony search algorithm structure; robotics (robot terrain and manipulator trajectory); visual tracking; web text data mining; power flow planning; fuzzy control system; hybridization (with Taguchi method or SQP method); groundwater management; irrigation ; logistics; timetabling; and bioinformatics (RNA structure prediction). This book collects the above-mentioned theory and applications, which are dispersed in various technical publications, so that readers can have a good grasp of current status of the harmony search algorithm and foster new breakthroughs in their fields using the algorithm.
Author: Lenore Malen
Publisher: Granary Books
ISBN:
Category : Art
Languages : en
Pages : 142
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Book Description
Essays by Nancy Princenthal, Jonathan Ames, Pepe Karmel, Geoffrey O'Brien, Mark Thompson, Jim Long, Susan Canning, and Barbara Tannenbaum.
Author: Joe Siple
Publisher:
ISBN: 9781944715892
Category :
Languages : en
Pages : 244
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Book Description
A baseball player learns the secrets to perfect harmony at the plate, only to discover he must use those same secrets to find harmony in the rest of his life.
Author: Carolyn Parkhurst
Publisher: Penguin
ISBN: 0399562621
Category : Fiction
Languages : en
Pages : 289
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Book Description
"[A] provocative page-turner." —People “In Parkhurst’s deft treatment, Harmony becomes a story of our time. . . Parkhurst cements herself as a writer capable of astonishing humanity and exquisite prose.” —Washington Post “Gorgeously written and patently original.” —Jodi Picoult, New York Times bestselling author of Leaving Time From the New York Times bestselling author of The Dogs of Babel, a taut, emotionally wrenching story of how a seemingly "normal" family could become desperate enough to leave everything behind and move to a "family camp" in New Hampshire--a life-changing experience that alters them forever. How far will a mother go to save her family? The Hammond family is living in DC, where everything seems to be going just fine, until it becomes clear that the oldest daughter, Tilly, is developing abnormally--a mix of off-the-charts genius and social incompetence. Once Tilly--whose condition is deemed undiagnosable--is kicked out of the last school in the area, her mother Alexandra is out of ideas. The family turns to Camp Harmony and the wisdom of child behavior guru Scott Bean for a solution. But what they discover in the woods of New Hampshire will push them to the very limit. Told from the alternating perspectives of both Alexandra and her younger daughter Iris (the book's Nick Carraway), this is a unputdownable story about the strength of love, the bonds of family, and how you survive the unthinkable.
Author:
Publisher: Little, Brown Books for Young Readers
ISBN: 0316286370
Category : Performing Arts
Languages : en
Pages : 129
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Book Description
Everypony is sure to love the abridged, digital-only edition of The Official Guidebook! Inside they will find everything they need to know about the hit TV show, My Little Pony: Friendship is Magic. Character bios and a map of Equestria are just the beginning of this gorgeous book. Don't miss the complete lyrics to all the songs, a collection of Letters to Princess Celestia, and much much more! (Full episode guide excluded from abridged edition.)
Author: Jodi Thomas
Publisher: Berkley
ISBN: 9780425235102
Category : Fiction
Languages : en
Pages : 373
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Book Description
Teenage runaway Reagan, who longs for a home to call her own, arrives in Harmony, Texas, pretending to be the granddaughter of late resident Beverly Truman, and finds friendship and family in the home of Beverly's brother.
Author: J Philip Newell
Publisher: Saint Andrew Press
ISBN: 0861537610
Category : Religion
Languages : en
Pages : 185
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Book Description
In a world that seems increasingly fragmented, J. Philip Newell calls us to a vision of life′s essential oneness. He invites us to listen for the heartbeat of God and to be part of a new harmony. A New Harmony is based on a Christianity more integrated with the earth and with the rest of humanity and we are taken on a pathway towards transformation in our lives. A New Harmony communicates across the boundaries of religion and race that have separated us and honours our distinct inheritances by serving what is deeper still—the oneness of our origins and the oneness of Earth′s destiny.
Author: Aviva Rothman
Publisher: University of Chicago Press
ISBN: 022649702X
Category : Science
Languages : en
Pages : 364
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Book Description
A committed Lutheran excommunicated from his own church, a friend to Catholics and Calvinists alike, a layman who called himself a “priest of God,” a Copernican in a world where Ptolemy still reigned, a man who argued at the same time for the superiority of one truth and the need for many truths to coexist—German astronomer Johannes Kepler was, to say the least, a complicated figure. With The Pursuit of Harmony, Aviva Rothman offers a new view of him and his achievements, one that presents them as a story of Kepler’s attempts to bring different, even opposing ideas and circumstances into harmony. Harmony, Rothman shows, was both the intellectual bedrock for and the primary goal of Kepler’s disparate endeavors. But it was also an elusive goal amid the deteriorating conditions of his world, as the political order crumbled and religious war raged. In the face of that devastation, Kepler’s hopes for his theories changed: whereas he had originally looked for a unifying approach to truth, he began instead to emphasize harmony as the peaceful coexistence of different views, one that could be fueled by the fundamentally nonpartisan discipline of mathematics.
Author: Joelle Anthony
Publisher: Penguin
ISBN: 1101187670
Category : Young Adult Fiction
Languages : en
Pages : 227
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Book Description
The year is 2041, and sixteen-year-old Molly McClure has lived a relatively quiet life on an isolated farming island in Canada, but when her family fears the worst may have happened to her grandparents in the US, Molly must brave the dangerous, chaotic world left after global economic collapse?one of massive oil shortages, rampant crime, and abandoned cities. Molly is relieved to find her grandparents alive in their Portland suburb, but they?re financially ruined and practically starving. What should?ve been a quick trip turns into a full-fledged rescue mission. And when Molly witnesses something the local crime bosses wishes she hadn?t, Molly?s only way home may be to beat them at their own game. Luckily, there?s a handsome stranger who?s willing to help. Restoring Harmony is a riveting, fast-paced dystopian tale complete with adventure and romance that readers will devour.
