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Music-Inspired Harmony Search Algorithm

Pdf Music-Inspired Harmony Search Algorithm
Author Zong Woo Geem
Isbn 364200184X
File size 1617 kb
Year 2009-05-12
Pages 206
Language English
File format PDF

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Summary

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.

Gospel harmonies were inevitable. One of the first impulses of someone studying a teaching or an event in Jesus' life is to seek as many perspectives on th ...

Author Steven L. Cox,Kendell H. Easley
Isbn 9780805494440
Genre Religion
Year 2006-10
Pages 400
Language English
File format PDF

The years 1965-8 were the 'liberal hour' for race relations policy in Britain. Laws were then enacted, enforcement agencies created, and community relation ...

Author Michael Banton,Banton Michael
Isbn 9780521317405
Genre Social Science
Year 1985
Pages 135
Language English
File format PDF

(Musicians Institute Press). This book is a step-by-step guide to MI's well-known Harmony and Theory class. It includes complete lessons and analysis of: i ...

Author Keith Wyatt,Carl Schroeder
Isbn 9780793579914
Genre Music
Year 1998
Pages 158
Language English
File format PDF

New Harmony is a town like no other. A community that began almost two hundred years ahead of its time, New Harmony was a spiritual sanctuary that later be ...

Author Connie A. Weinzapfel,Darrel E. Bigham,Susan R. Branigin
Isbn 9780738503448
Genre History
Year 1999-12-01
Pages 128
Language English
File format PDF

Nowadays, music-inspired phenomenon-mimicking harmony search algorithm is fast growing with many applications. One of key success factors of the algorithm ...

Author Zong Woo Geem
Isbn 364204316X
Genre Computers
Year 2010-04-27
Pages 175
Language English
File format PDF

It is crucial today to understand how religions can exist harmoniously in a shared environment, whether local or global. A reasoned approach to this questi ...

Author Michael Pye,Edith Franke,Alef Theria Wasim,Abdurrahman Mas'ud
Isbn 3110901285
Genre Religion
Year 2006-01-01
Pages 373
Language English
File format PDF

This volume is intended for professional philosophers and laymen with an interest in East-West studies and comparative philosophy and religion. The central ...

Author Shuxian Liu,Robert Elliott Allinson
Isbn 9789622014121
Genre History
Year 1988
Pages 327
Language English
File format PDF

With a history dating back to 1820, The Missouri Harmony was the most popular of all frontier shape-note tune books. The 185 songs in the collection were f ...

Author Allen D. Carden
Isbn 9781883982546
Genre History
Year 2005
Pages 180
Language English
File format PDF

This comprehensive resource features more than 400 projections and colour illustrations augmented by MRI images for added detail to enhance the anatomy and ...

Author Elliott Carter
Isbn 9780825845949
Genre Music
Year 2002
Pages 369
Language English
File format PDF

The remarkable architecture in the Harmony National Historic Landmark District reflects the town's German roots. In the early 1800s, German Lutheran separa ...

Author Shelby Miller Ruch
Isbn 9780738565279
Genre History
Year 2009
Pages 128
Language English
File format PDF

The authors have presented and interpreted Johannes Kepler's Latin text to English readers by putting it into the kind of clear but earnest language they s ...

Author Johannes Kepler
Isbn 9780871692092
Genre Biography & Autobiography
Year 1997
Pages 549
Language English
File format PDF

In this long-awaited ethnography, Chuan-kang Shih details the traditional social and cultural conditions of the Moso, a matrilineal group living on the bor ...

Author Chuan-kang Shih
Isbn 0804773440
Genre Social Science
Year 2009-12-07
Pages 352
Language English
File format PDF

Harmony, Heinrich Schenker's first published work, originally appeared in German in 1906 as "New Musical Theories and Phantasies, by an Artist." Its unusua ...

Author Heinrich Schenker
Isbn 9780226737348
Genre Music
Year 1980-10-15
Pages 359
Language English
File format PDF

This book will come as a joy, a revelation, a warm reassurance. From this one book one might well learn less about harmony than about form, about aesthetic ...

Author Arnold Schoenberg
Isbn 9780520049444
Genre Music
Year 1983
Pages 440
Language English
File format PDF

This volume of nine essays draws together leading scholars in anthropology, social history, musicology, and ethnomusicology to address the roles and functi ...

Author Bell Yung,Evelyn Sakakida Rawski
Isbn 0804726582
Genre Music
Year 1996
Pages 323
Language English
File format PDF

Study on the religious harmony between Saiva Siddhanta and Advaita Vedanta in the hymns of Tayumanavar, 1705-1742, Tamil saint poet. ...

Author Thomas Manninezhath
Isbn 9788120810013
Genre Advaita.
Year 1993
Pages 193
Language English
File format PDF

In the history of music there are seldom as rapid musical developments as we can find in Scriabin's works. In only 31 years Scriabin made a breathtaking de ...

Author Peter Sabbagh
Isbn 9781581125955
Genre Music
Year 2003
Pages 182
Language English
File format PDF

The balance, peace and harmony journal workbook is a fun way to do new things, track your progress and write down your personal thoughts to keep as a diary ...

Author Charlotte Hall
Isbn 9781450049412
Genre Self-Help
Year 2010-04-23
Pages 203
Language English
File format PDF

In words and images, this book surveys the history and contemporary everyday life in New Harmony, Indiana. ...

Author Donald E. Pitzer,Darryl Jones
Isbn 0253356458
Genre History
Year 2012
Pages 202
Language English
File format PDF

At last, here's a step-by-step guide to choosing and combining colors for graphic designers, artists, hobbyists, fashion designers, interior decorators, an ...

Author Hideaki Chijiiwa
Isbn 9780935603064
Genre Art
Year 1987
Pages 142
Language English
File format PDF

Offers an analysis of the dynamics of Taiwan's export-oriented industrialization, particularly its impact on women and other workers. ...

Author Anru Lee
Isbn 9780791460337
Genre Social Science
Year 2004-05-26
Pages 196
Language English
File format PDF

A practical volume that can be used by instrumental and vocal teachers who want their students to know some of the essentials of harmony, but who haven't t ...

Author John W. Schaum
Isbn 9781457451782
Genre Music
Year
Pages 32
Language English
File format PDF

A detailed study of the art of writing harmony, this volume strives to teach the student to hear what he writes. Includes discussion of cadences, first and ...

Author Frederick J. Horwood
Isbn 9781457496622
Genre Music
Year 1948
Pages 112
Language English
File format PDF

This book examines the formal bases of postvelar harmony and its crosslinguistic variation. It is of interest especially to phonologists concerned with seg ...

Author Kimary N. Shahin
Isbn 9027247331
Genre Language Arts & Disciplines
Year 2002
Pages 344
Language English
File format PDF

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Author Susan Taylor Chehak
Isbn 1452453896
Genre Fiction
Year 2011-02-08
Pages N.A
Language English
File format PDF

Includes CD-ROM companion Selecting the right color palette for any design project, whether personal or commercial, can make all the difference in getting ...

Author James Mousner
Isbn 9781616738747
Genre Design
Year 2008-07-01
Pages 256
Language English
File format PDF

This novel approach to epistemological discourse explains the complex but crucial role that systematization plays-not just for the organization of what we ...

Author Nicholas Rescher
Isbn 0822970902
Genre Philosophy
Year
Pages 118
Language English
File format PDF