Optimal scheduling of multiple dam system using harmony search algorithm
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Solving sudoku with the GAuGE system
EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
MITS: a mixed-initiative intelligent tutoring system for sudoku
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Ecological optimization using harmony search
MATH'08 Proceedings of the American Conference on Applied Mathematics
Hybrid algorithms based on harmony search and differential evolution for global optimization
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Self-adaptive harmony search algorithm for optimization
Expert Systems with Applications: An International Journal
The variants of the harmony search algorithm: an overview
Artificial Intelligence Review
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Evolutionary algorithm parameter tuning with sensitivity analysis
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem
Expert Systems with Applications: An International Journal
Solving single-digit sudoku subproblems
FUN'12 Proceedings of the 6th international conference on Fun with Algorithms
Hybrid harmony search and artificial bee colony algorithm for global optimization problems
Computers & Mathematics with Applications
Expert Systems with Applications: An International Journal
Engineering Applications of Artificial Intelligence
An improved adaptive binary Harmony Search algorithm
Information Sciences: an International Journal
Discrete harmony search algorithm for dynamic FJSSP in remanufacturing engineering
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Hybrid discrete harmony search algorithm for scheduling re-processing problem in remanufacturing
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Survey A survey on applications of the harmony search algorithm
Engineering Applications of Artificial Intelligence
Expert Systems with Applications: An International Journal
Hybridising harmony search with a Markov blanket for gene selection problems
Information Sciences: an International Journal
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Harmony search (HS) algorithm was applied to solving Sudoku puzzle. The HS is an evolutionary algorithm which mimics musicians' behaviors such as random play, memory-based play, and pitch-adjusted play when they perform improvisation. Sudoku puzzles in this study were formulated as an optimization problem with number-uniqueness penalties. HS could successfully solve the optimization problem after 285 function evaluations, taking 9 seconds. Also, sensitivity analysis of HS parameters was performed to obtain a better idea of algorithm parameter values.