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AIPS
2006
13 years 10 months ago
Solving Factored MDPs with Exponential-Family Transition Models
Markov decision processes (MDPs) with discrete and continuous state and action components can be solved efficiently by hybrid approximate linear programming (HALP). The main idea ...
Branislav Kveton, Milos Hauskrecht
AIPS
2003
13 years 10 months ago
A Multi-Heuristic GA for Schedule Repair in Precast Plant Production
A multi-heuristic schedule repair model for schedule conflict resolution is presented and its application in repairing the schedules of a prefabrication plant is described in this...
Weng Tat Chan, Tan Heng Wee
AAAI
2000
13 years 10 months ago
Solving Combinatorial Auctions Using Stochastic Local Search
Combinatorial auctions (CAs) have emerged as an important model in economics and show promise as a useful tool for tackling resource allocation in AI. Unfortunately, winner determ...
Holger H. Hoos, Craig Boutilier
AIPS
2000
13 years 10 months ago
Heuristics for Constraint-Directed Scheduling with Inventory
Despite the importance of the management of inventory in industrial scheduling applications, there has been little research that has addressed reasoning about inventory directly a...
J. Christopher Beck
AAAI
1997
13 years 10 months ago
Beyond Contention: Extending Texture-Based Scheduling Heuristics
In order to apply texture measurement based heuristic commitment techniques beyond the unary capacity resource constraints of job shop scheduling, we extend the contention texture...
J. Christopher Beck, Andrew J. Davenport, Edward M...