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Abstract: Problem solving can be compared to a search in a state space. The description of the domain knowledge must be encoded as a knowledge base, then the problem solver searches through the state space for an appropriate answer. The experiment reported here is a comparison between GAs and a rule-based system searching the same space: that of four-part harmonisations of chorale melodies. The experiment leads to the conclusion that the quality of the solution fundamentally depends on the knowledge... (Update)
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BibTeX entry: (Update)
@misc{ phon-amnuaisuk-fourpart,
author = "Somnuk Phon-Amnuaisuk and Geraint A. Wiggins",
title = "The Four-Part Harmonisation Problem: A comparison between Genetic Algorithms
and a Rule-Based System",
url = "citeseer.ist.psu.edu/446520.html" }
Citations (may not include all citations):2138 Genetic algorithms in search (context) - Goldberg - 1989
226 The use of explicit plans to guide inductive proofs - Bundy - 1987 DBLP
52 Meta-rules: Reasoning about control (context) - Davis - 1980 DBLP
11 Knowledge representation and metaphor (context) - Way - 1994 ACM
10 Meta-level knowledge overview and applications (context) - Davis, Buchanan - 1985
7 Evolutionary Methods for Musical Composition - Wiggins, Papadopoulos et al. - 1999
6 An expert system for harmonizing four-part chorales (context) - Ebcioglu - 1993 ACM
6 Hierarchical music representation for composition and analys.. (context) - Smaill, Wiggins et al. - 1993
4 A classification of meta-level architecture (context) - van Harmelen - 1989
2 Evolving Musical Harmonisation (context) - Phon-Amnuaisuk, Tuson et al. - 1999
1 Using meta-level descriptions for selective application of m.. (context) - Bundy, Welham - 1979
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Evolutionary Methods for Musical Composition - Wiggins, Papadopoulos.. (1998) (Correct)
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The Use of Constraint Systems for Musical Composition - Geraint Wiggins (1998) (Correct)
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