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ICANNGA
2007
Springer
153views Algorithms» more  ICANNGA 2007»
10 years 3 months ago
A Neural Framework for Robot Motor Learning Based on Memory Consolidation
Neural networks are a popular technique for learning the adaptive control of non-linear plants. When applied to the complex control of android robots, however, they suffer from se...
Heni Ben Amor, Shuhei Ikemoto, Takashi Minato, Ber...
ICANNGA
2007
Springer
134views Algorithms» more  ICANNGA 2007»
10 years 3 months ago
Optical Design with Epsilon-Dominated Multi-objective Evolutionary Algorithm
Significant improvement over a patented lens design is achieved using multi-objective evolutionary optimization. A comparison of the results obtained from NSGA2 and ε-MOEA is done...
Shaine Joseph, Hyung W. Kang, Uday K. Chakraborty
ICANNGA
2007
Springer
129views Algorithms» more  ICANNGA 2007»
10 years 5 months ago
Multi-class Support Vector Machines Based on Arranged Decision Graphs and Particle Swarm Optimization for Model Selection
Abstract. The use of support vector machines for multi-category problems is still an open field to research. Most of the published works use the one-against-rest strategy, but with...
Javier Acevedo, Saturnino Maldonado-Bascón,...
ICANNGA
2007
Springer
144views Algorithms» more  ICANNGA 2007»
10 years 5 months ago
Particle Swarm Optimization for the Multidimensional Knapsack Problem
Fernanda Hembecker, Heitor S. Lopes, Walter Godoy ...
ICANNGA
2007
Springer
100views Algorithms» more  ICANNGA 2007»
10 years 5 months ago
Softening Splits in Decision Trees Using Simulated Annealing
Predictions computed by a classification tree are usually constant on axis-parallel hyperrectangles corresponding to the leaves and have strict jumps on their boundaries. The densi...
Jakub Dvorák, Petr Savický
ICANNGA
2007
Springer
161views Algorithms» more  ICANNGA 2007»
10 years 5 months ago
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization
Abstract. In the paper, a new method of decision tree learning for costsensitive classification is presented. In contrast to the traditional greedy top-down inducer in the proposed...
Marek Kretowski, Marek Grzes
ICANNGA
2007
Springer
184views Algorithms» more  ICANNGA 2007»
10 years 5 months ago
Automatic Synthesis for Quantum Circuits Using Genetic Algorithms
Abstract. This paper proposes an automated quantum circuit synthesis approach, using a genetic algorithm. We consider the circuit as a successive rippling of the so-called gate sec...
Cristian Ruican, Mihai Udrescu, Lucian Prodan, Mir...
ICANNGA
2007
Springer
10 years 5 months ago
Particle Swarms for Multimodal Optimization
Abstract. In this paper, five previous Particle Swarm Optimization (PSO) algorithms for multimodal function optimization are reviewed. A new and a successful PSO based algorithm, n...
Ender Özcan, Murat Yilmaz
ICANNGA
2007
Springer
191views Algorithms» more  ICANNGA 2007»
10 years 7 months ago
Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints
In this paper we present a new method of 3D non-negative tensor factorization (NTF) that is robust in the presence of noise and has many potential applications, including multi-way...
Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Rob...
ICANNGA
2007
Springer
128views Algorithms» more  ICANNGA 2007»
10 years 7 months ago
A Demonstration of Clustering in Protein Contact Maps for Alpha Helix Pairs
Abstract. The purpose of this work is to demonstrate that it is possible to cluster contact maps for pairs of alpha helices such that each of the clusters corresponds to a group of...
Robert Fraser, Janice I. Glasgow
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