The scientist’s investigation covers issues in Artificial intelligence, Ant colony optimization algorithms, Mathematical optimization, Ant colony and Metaheuristic. His research brings together the fields of Swarm intelligence and Artificial intelligence. His Ant colony optimization algorithms study combines topics from a wide range of disciplines, such as Wireless network, Parallel metaheuristic and Combinatorial optimization problem.
His work in the fields of Mathematical optimization, such as Local search, Tabu search and Simulated annealing, intersects with other areas such as Set. His Ant colony research incorporates themes from Routing, Vehicle routing problem, Travelling salesman problem, Combinatorial optimization and Ad hoc On-Demand Distance Vector Routing. His Travelling salesman problem research is multidisciplinary, incorporating perspectives in Distributed algorithm and Heuristic.
Luca Maria Gambardella spends much of his time researching Artificial intelligence, Mathematical optimization, Robot, Ant colony optimization algorithms and Computer vision. His research integrates issues of Swarm intelligence and Machine learning in his study of Artificial intelligence. His Mathematical optimization research focuses on Vehicle routing problem and how it connects with Operations research.
His studies deal with areas such as Real-time computing, Distributed computing and Human–computer interaction as well as Robot. The study incorporates disciplines such as 2-opt and Extremal optimization in addition to Ant colony optimization algorithms. His research in Computer vision intersects with topics in Artificial neural network, Classifier and Convolutional neural network.
Luca Maria Gambardella mainly focuses on Artificial intelligence, Robot, Computer vision, Probabilistic logic and Human–computer interaction. His biological study spans a wide range of topics, including Machine learning and State. His Robot research integrates issues from Distributed computing and Inertial measurement unit.
His Probabilistic logic research is multidisciplinary, relying on both Orienteering and Mathematical optimization. His studies in Orienteering integrate themes in fields like Metaheuristic, Heuristic and Heuristic. His Mathematical optimization study integrates concerns from other disciplines, such as Software system, Feature and Implementation.
His primary areas of investigation include Artificial intelligence, Robot, Computer vision, Mobile robot and State. His research on Artificial intelligence often connects related topics like Task. Luca Maria Gambardella combines subjects such as Tree, Path, Pipeline and Component with his study of Robot.
The various areas that Luca Maria Gambardella examines in his Computer vision study include Classifier and Wearable computer. His Mobile robot research incorporates elements of Probabilistic logic and Inertial measurement unit. His work carried out in the field of State brings together such families of science as Onboard camera, Control, Systems engineering and Current.
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Ant colony system: a cooperative learning approach to the traveling salesman problem
M. Dorigo;L.M. Gambardella.
IEEE Transactions on Evolutionary Computation (1997)
Ant algorithms for discrete optimization
Marco Dorigo;Gianni Di Caro;Luca M. Gambardella.
Artificial Life (1999)
Ant colonies for the travelling salesman problem
Marco Dorigo;Luca Maria Gambardella.
Flexible, high performance convolutional neural networks for image classification
Dan C. Cireşan;Ueli Meier;Jonathan Masci;Luca M. Gambardella.
international joint conference on artificial intelligence (2011)
Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images
Dan Ciresan;Alessandro Giusti;Luca M. Gambardella;Jürgen Schmidhuber.
neural information processing systems (2012)
Mitosis detection in breast cancer histology images with deep neural networks.
Dan Claudio Ciresan;Alessandro Giusti;Luca Maria Gambardella;Juergen Schmidhuber.
medical image computing and computer-assisted intervention (2013)
Deep, big, simple neural nets for handwritten digit recognition
Dan Claudiu Cireşan;Ueli Meier;Luca Maria Gambardella;Jürgen Schmidhuber.
Neural Computation (2010)
MACS-VRPTW: a multiple ant colony system for vehicle routing problems with time windows
Luca Maria Gambardella;Éric Taillard;Giovanni Agazzi.
New ideas in optimization (1999)
Ant-Q: a reinforcement learning approach to the traveling salesman problem
Luca Maria Gambardella;Marco Dorigo.
international conference on machine learning (1995)
Ant colonies for the quadratic assignment problem
Luca Maria Gambardella;Éric E.D. Taillard;Marco Dorigo.
Journal of the Operational Research Society (1999)
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