![]() | Notes from the Metalevel: An Introduction to Computer Composition (Studies on New Music Research) by Heinrich Taube
Buy new: $53.95 / Used from: $59.05 One of the best and more recent books on the subject of algorithmic composition. It looks at non-application specific techniques and shows the reader how to code up some examples of the ideas presented in Lisp. A Lisp tutorial is presented in the first half of the book.
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![]() | The Cognition of Basic Musical Structures by David Temperley
Buy new: $26.12 / Used from: $23.09 How we extract basic kinds of musical information, such as meter, phrase structure, counterpoint, pitch spelling, harmony, & key from music as we listen. Takes a computational approach.
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![]() | Music and Probability by David Temperley
Buy new: $33.22 / Used from: $42.67 The first full-length book to explore the application of probabilistic techniques to musical issues--includes a concise survey of probability theory, with simple examples and a discussion of its application in other domains. Temperley relies most heavily on a Bayesian approach.
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![]() | A Generative Theory of Tonal Music by Fred Lerdahl
Buy new: $25.16 / Used from: $22.95 Complements the previous book. Models music understanding from perspective of cognitive science in a search for a grammar of music with the aid of generative linguistics.
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![]() | The Complete Idiot's Guide to Music Composition by Michael Miller
Buy new: $12.32 / Used from: $5.46 Before learning about algorithmic composition, you need a firm foundation in basic music composition. This is a step-by-step guide to writing music, this book shows musicians how to compose simple chord progressions and melodies, and leads them through more advanced compositional techniques and musical forms.
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![]() | Beyond MIDI: The Handbook of Musical Codes
Buy new: $56.24 / Used from: $23.75 presents a broad range of schemes, illustrating a wide variety of approaches to music representation.
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![]() | Microsound by Curtis Roads
Buy new: $27.09 / Used from: $24.97 Below the level of the musical note lies the realm of microsound, of sound particles lasting less than one-tenth of a second. Contains a CD of samples of the author's work.
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![]() | Formalized Music: Thought and Mathematics in Composition (Harmonologia Series, No 6) by Iannis Xenakis
Buy new: $41.40 / Used from: $39.99 Xenakis merges math and music to form some interesting composition tools, the most interesting being the concept of sieves. A good companion to "Microsound".
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![]() | Experiments in Musical Intelligence (Computer Music and Digital Audio Series) by David Cope
Buy used from: $95.06 David Cope wrote programs SARA and EMI for algorithmic composition. This book explains the algorithms of those programs.
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![]() | Composing Interactive Music: Techniques and Ideas Using Max by Todd Winkler
Buy new: $28.39 / Used from: $27.50 Interactive music is a composition or improvisation in which software interprets live performances to produce music generated or modified by computers. Examples shown using graphical language Max.
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![]() | Physical Computing: Sensing and Controlling the Physical World with Computers by Tom Igoe
Buy new: $19.79 / Used from: $13.48 In order to compose interactive music you will need to know how to modify your computer to set it up for this use. This book is a good place to start.
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![]() | The Nonlinear Workbook: Chaos, Fractals, Celluar Automata, Neural Networks, Genetic Algorithms, Gene Expression Programming, Support Vector Machine, Wavelets, Hiddn Markov Mo by Willi-Hans Steeb
Buy new: $102.00 / Used from: $96.68 From this point on in the list I assume mathematical maturity. This book is a broad intro to nonlinear dynamics with plenty of equations and example code in C and Java. Ideas extendible to music.
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![]() | The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation by Gary William Flake
Buy new: $36.52 / Used from: $27.00 Talks about nonlinear systems conversationally versus the very mathematical and applied tone of the previous item.
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![]() | Nonlinear Dynamics And Chaos: With Applications To Physics, Biology, Chemistry, And Engineering (Studies in nonlinearity) by Steven H. Strogatz
Buy new: $47.60 / Used from: $29.98 A good book with plenty of math that shows applications of nonlinear dynamics. Nothing shown for music, but you can extend the ideas.
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![]() | Chaos and Fractals: New Frontiers of Science by Heinz-Otto Peitgen
Buy new: $51.58 / Used from: $32.08 central ideas & concepts of chaos& fractals as well as many related topics including: the Mandelbrot set, Julia sets, cellular automata, L-systems, percolation & strange attractors. Examples in Java.
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![]() | Strange Attractors: Creating Patterns in Chaos/Book and Disk by Julien Clinton Sprott
Buy used from: $2.50 An old book that merges math, programming, art and music to show how fractals can produce both visual and musical beauty.
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![]() | Neural Networks for Pattern Recognition by Christopher M. Bishop
Buy new: $90.33 / Used from: $57.94 An old book that has plenty of good examples and really explains neural networks. Not for the mathematically challenged.
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![]() | An Introduction to Genetic Algorithms (Complex Adaptive Systems) by Melanie Mitchell
Buy new: $22.58 / Used from: $12.20 Mitchell's book is for absolute beginners. You'll get the concepts but not much else.
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![]() | Genetic Programming: On the Programming of Computers by Means of Natural Selection (Complex Adaptive Systems) by John R. Koza
Buy new: $67.50 / Used from: $29.50 A good second book to get on the subject. It has many worked examples, all done in LISP. More of a reference than a tutorial.
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![]() | Cellular Automata Machines: A New Environment for Modeling (Scientific Computation) by Tommaso Toffoli
Buy new: $70.00 / Used from: $9.51 Cellular automata is usually used for biologically inspired graphics, but applies to music too. This old book still has many good ideas- just skip the Forth stuff.
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![]() | Microarray Gene Expression Data Analysis: A Beginner's Guide by Helen Causton
Buy new: $72.90 / Used from: $39.34 This concept from bioinformatics relating to data organization also has some use in music. Accompanies material in the "Nonlinear Workbook".
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![]() | Finite Markov Chains and Algorithmic Applications by Olle Häggström
Buy new: $40.50 / Used from: $25.98 A clear explanation and intro to markov chains. The apps shown in this book are not about music, but the underlying concepts are useful to algorithmic composers.
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![]() | The World According to Wavelets: The Story of a Mathematical Technique in the Making by Barbara Burke Hubbard
Buy new: $47.20 / Used from: $10.00 A broad introduction to wavelets. Good for getting a picture of why you'd want to use this, but you'll need more to learn how to use wavelets.
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![]() | A Wavelet Tour of Signal Processing, Second Edition (Wavelet Analysis & Its Applications) by Stephane Mallat
Buy used from: $44.70 A good 2nd book on wavelets with plenty of applications and examples. Used in granular synthesis.
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![]() | An Introduction to Fuzzy Logic for Practical Applications by Kazuo Tanaka
Buy new: $110.66 / Used from: $72.49 A good intro book on Fuzzy Logic with plenty of examples. Very readable.
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![]() | Artificial Intelligence: A Modern Approach (2nd Edition) by Stuart Russell
Buy new: $93.59 / Used from: $48.93 AI is the basis of many algorithmic composition ideas. This is an all inclusive text on the subject. Be sure you get the 2nd edition.
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![]() | Understanding Music with AI: Perspectives on Music Cognition
Buy new: $54.66 / Used from: $16.98 26 contributions about musical composition, analysis, performance, perception, learning & tutoring. The goal is discovering how these activities are interpreted, understood, & modeled by programs.
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![]() | Machine Learning by Tom M. Mitchell
Buy new: $144.21 / Used from: $69.99 Algorithmic composition involves pattern recognition. This book shows many examples of how to use pattern recognition that will get you thinking. Very accessible.
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![]() | Introduction to the Theory of Computation, Second Edition by Michael Sipser
Buy new: $124.15 / Used from: $83.61 Cope's latest work asks if computers think. This is the theory behind any answers to that question.
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![]() | The Geometry of Art and Life by Matila Ghyka
Buy new: $9.95 / Used from: $3.12 High school math is all you need to read this. It is mainly about math-geometry specifically- & the visual arts, but the ideas extend to music too.
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