Paper Info
Title
New Components with On-Line Control to Improve Harmony Search
Abstract
Harmony Search is a new metaheuristic technique that uses fixed improvisation based on music to solve hard problems. We propose in this paper a new method to dynamically control and adapt the improvisation for Harmony Search. The key idea is to adapt the improvisation according to the search evaluation. Our solution provides best results at an affordable computational cost. We illustrate our proposal using the well-known Multidimentional Knapsack Problem, and compare our results with existing Harmony Search algorithms.
Year
DOI
Venue
2013
10.1109/CSE.2013.86
Computational Science and Engineering
Keywords
Field
DocType
harmony search algorithm,hard problem,harmony search,well-known multidimentional knapsack problem,on-line control,improve harmony search,best result,search evaluation,affordable computational cost,new metaheuristic technique,key idea,new method,new components,control
Incremental heuristic search,Algorithm design,Improvisation,Computer science,Beam search,Continuous knapsack problem,Harmony search,Artificial intelligence,Knapsack problem,Machine learning,Metaheuristic
Conference
ISSN
Citations 
PageRank 
1949-0828
0
0.34
References 
Authors
6
4
Name
Order
Citations
PageRank
Nicolás Rojas14715.56
María Cristina Riff220023.91
Xavier Bonnaire38511.88
Elizabeth Montero46910.14