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SAC
2003
ACM
15 years 8 months ago
Are Multiagent Algorithms Relevant for Real Hardware? A Case Study of Distributed Constraint Algorithms
Researchers building multi-agent algorithms typically work with abstracted away from real applications. The abstracted problem instances allow systematic and detailed investigatio...
Paul Scerri, Pragnesh Jay Modi, Wei-Min Shen, Mili...
CEC
2010
IEEE
15 years 3 months ago
Towards probabilistic memetic algorithm: An initial study on capacitated arc routing problem
— Capacitated arc routing problem (CARP) has attracted much attention due to its generality to many real world problems. Memetic algorithm (MA), among other metaheuristic search ...
Liang Feng, Yew-Soon Ong, Quang Huy Nguyen 0001, A...
GECCO
2006
Springer
206views Optimization» more  GECCO 2006»
15 years 6 months ago
Adaptive discretization for probabilistic model building genetic algorithms
This paper proposes an adaptive discretization method, called Split-on-Demand (SoD), to enable the probabilistic model building genetic algorithm (PMBGA) to solve optimization pro...
Chao-Hong Chen, Wei-Nan Liu, Ying-Ping Chen
ICRA
2003
IEEE
167views Robotics» more  ICRA 2003»
15 years 8 months ago
Local exploration: online algorithms and a probabilistic framework
— Mapping an environment with an imaging sensor becomes very challenging if the environment to be mapped is unknown and has to be explored. Exploration involves the planning of v...
Volkan Isler, Sampath Kannan, Kostas Daniilidis
ESCIENCE
2006
IEEE
15 years 9 months ago
An Adaptive Algorithm for Information Dissemination in Self-Organizing Grids
Effective scheduling in large-scale computational grids is challenging because it requires tracking the dynamic state of the large number of distributed resources that comprise th...
Deger Cenk Erdil, Michael J. Lewis, Nael B. Abu-Gh...