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120
Voted
EMO
2009
Springer
143views Optimization» more  EMO 2009»
14 years 10 months ago
Adapting to the Habitat: On the Integration of Local Search into the Predator-Prey Model
Traditionally, Predator-Prey Models--although providing a more nature-oriented approach to multi-objective optimization than many other standard Evolutionary Multi-Objective Algori...
Christian Grimme, Joachim Lepping, Alexander Papas...
99
Voted
EMO
2009
Springer
181views Optimization» more  EMO 2009»
15 years 5 months ago
Multi-Objective Particle Swarm Optimizers: An Experimental Comparison
Particle Swarm Optimization (PSO) has received increased attention in the optimization research community since its first appearance. Regarding multi-objective optimization, a con...
Juan José Durillo, José Garcí...
104
Voted
EMO
2009
Springer
140views Optimization» more  EMO 2009»
15 years 5 months ago
On Using Populations of Sets in Multiobjective Optimization
Abstract. Most existing evolutionary approaches to multiobjective optimization aim at finding an appropriate set of compromise solutions, ideally a subset of the Pareto-optimal se...
Johannes Bader, Dimo Brockhoff, Samuel Welten, Eck...
152
Voted
EMO
2009
Springer
235views Optimization» more  EMO 2009»
15 years 7 months ago
Bi-objective Optimization for the Vehicle Routing Problem with Time Windows: Using Route Similarity to Enhance Performance
Abstract. The Vehicle Routing Problem with Time Windows is a complex combinatorial optimization problem which can be seen as a fusion of two well known sub-problems: the Travelling...
Abel Garcia-Najera, John A. Bullinaria
91
Voted
EMO
2009
Springer
163views Optimization» more  EMO 2009»
15 years 7 months ago
Ant Colony Optimization
Thomas Stützle
119
Voted
EMO
2009
Springer
155views Optimization» more  EMO 2009»
15 years 7 months ago
An Improved Version of Volume Dominance for Multi-Objective Optimisation
Abstract. This paper proposes an improved version of volume dominance to assign fitness to solutions in Pareto-based multi-objective optimisation. The impact of this revised volum...
Khoi Le, Dario Landa Silva, Hui Li
96
Voted
EMO
2009
Springer
143views Optimization» more  EMO 2009»
15 years 7 months ago
Scatter Search and Path Relinking
Manuel Laguna
90
Voted
EMO
2009
Springer
149views Optimization» more  EMO 2009»
15 years 7 months ago
Evolutionary Multiobjective Optimization for Dynamic Hospital Resource Management
Anke K. Hutzschenreuter, Peter A. N. Bosman, Han L...
96
Voted
EMO
2009
Springer
147views Optimization» more  EMO 2009»
15 years 7 months ago
Application of MOGA Search Strategy to SVM Training Data Selection
When training Support Vector Machine (SVM), selection of a training data set becomes an important issue, since the problem of overfitting exists with a large number of training da...
Tomoyuki Hiroyasu, Masashi Nishioka, Mitsunori Mik...