Absorbing and ergodic discretized two-action learning automata
IEEE Transactions on Systems, Man and Cybernetics
List organizing strategies using stochastic move-to-front and stochastic move-to-rear operations
SIAM Journal on Computing
The art of computer programming, volume 3: (2nd ed.) sorting and searching
The art of computer programming, volume 3: (2nd ed.) sorting and searching
A clustering algorithm for hierarchical structures
ACM Transactions on Database Systems (TODS)
Precision Weighting—An Effective Automatic Indexing Method
Journal of the ACM (JACM)
On self-organizing sequential search heuristics
Communications of the ACM
Index selection in a self-adaptive data base management system
SIGMOD '76 Proceedings of the 1976 ACM SIGMOD international conference on Management of data
Learning Algorithms Theory and Applications
Learning Algorithms Theory and Applications
Performance analysis of three related assignment problems
SIGMOD '79 Proceedings of the 1979 ACM SIGMOD international conference on Management of data
A heuristic approach to attribute partitioning
SIGMOD '79 Proceedings of the 1979 ACM SIGMOD international conference on Management of data
An approximation algorithm for a file-allocation problem in a hierarchical distributed system
SIGMOD '80 Proceedings of the 1980 ACM SIGMOD international conference on Management of data
Amortized efficiency of list update rules
STOC '84 Proceedings of the sixteenth annual ACM symposium on Theory of computing
Object partitioning by using learning automata
Object partitioning by using learning automata
Dynamic information and library processing
Dynamic information and library processing
Fast object partitioning using Stochastic learning automata
SIGIR '87 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval
Improvements to an Algorithm for Equipartitioning
IEEE Transactions on Computers
A fast learning automaton solution to the keyboard optimization problem
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
Breaking Substitution Cyphers Using Stochastic Automata
IEEE Transactions on Pattern Analysis and Machine Intelligence
Continuous Learning Automata Solutions to the Capacity Assignment Problem
IEEE Transactions on Computers
Graph Partitioning Using Learning Automata
IEEE Transactions on Computers
A Fixed-Structure Learning Automaton Solution to the Stochastic Static Mapping Problem
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 18 - Volume 19
Quality aware service planning in computational grids
DSM '05 Proceedings of the 2nd international doctoral symposium on Middleware
Application service placement in stochastic grid environments using learning and ant-based methods
Multiagent and Grid Systems - Special Issue on Nature inspired systems for parallel, asynchronous and decentralised environments
International Journal of Systems Science
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Solving multiconstraint assignment problems using learning automata
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Solving graph coloring problems using learning automata
EvoCOP'08 Proceedings of the 8th European conference on Evolutionary computation in combinatorial optimization
Combining finite learning automata with GSAT for the satisfiability problem
Engineering Applications of Artificial Intelligence
Modeling a student's behavior in a tutorial-like system using learning automata
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Computer Networks: The International Journal of Computer and Telecommunications Networking
DAG scheduling on heterogeneous distributed systems using learning automata
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Lists on lists: a framework for self-organizing lists in environments with locality of reference
WEA'06 Proceedings of the 5th international conference on Experimental Algorithms
A fixed structure learning automaton micro-aggregation technique for secure statistical databases
PSD'06 Proceedings of the 2006 CENEX-SDC project international conference on Privacy in Statistical Databases
Service selection in stochastic environments: a learning-automaton based solution
Applied Intelligence
Stochastic Learning for SAT-Encoded Graph Coloring Problems
International Journal of Applied Metaheuristic Computing
| Hi-index | 14.99 |
Three deterministic learning automata solutions to the problem of equipartitioning are presented. Although the first two are epsilon -optimal, they seem to be practically feasible only when a set of W objects is small. The last solution, which uses a novel learning automaton, demonstrates an excellent partitioning capability. Experimentally, this solution converges an order of magnitude faster than the best known algorithm in the literature.