The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
Swarm intelligence
Grid programming: some indications where we are headed
Parallel Computing - Special issue: Advanced environments for parallel and distributed computing
Fuzzy Discrete Particle Swarm Optimization for Solving Traveling Salesman Problem
CIT '04 Proceedings of the The Fourth International Conference on Computer and Information Technology
Adaptive grid job scheduling with genetic algorithms
Future Generation Computer Systems
Using artificial life techniques for distributed grid job scheduling
Proceedings of the 2009 ACM symposium on Applied Computing
A compendium of heuristic methods for scheduling in computational grids
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
A rotary chaotic PSO algorithm for trustworthy scheduling of a grid workflow
Computers and Operations Research
A novel cyclic discrete optimization framework for particle swarm optimization
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Swarm Intelligence Approaches for Grid Load Balancing
Journal of Grid Computing
Bacteria foraging optimization for protein sequence analysis on the grid
Future Generation Computer Systems
Artificial intelligence for decision making
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Information flow and mirroring in an agent-based grid resource brokering system
LSSC'09 Proceedings of the 7th international conference on Large-Scale Scientific Computing
Multi-objective workflow grid scheduling based on discrete particle swarm optimization
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Knowledge discovery for scheduling in computational grids
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
SPA-based task scheduling for hypercubic P2P grid systems
International Journal of Communication Networks and Distributed Systems
Bacterial foraging based hyper-heuristic for resource scheduling in grid computing
Future Generation Computer Systems
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Grid computing is a computing framework to meet the growing computational demands. This paper introduces a novel approach based on Particle Swarm Optimization (PSO) for scheduling jobs on computational grids. The representations of the position and velocity of the particles in the conventional PSO is extended from the real vectors to fuzzy matrices. The proposed approach is to dynamically generate an optimal schedule so as to complete the tasks within a minimum period of time as well as utilizing the resources in an efficient way. We evaluate the performance of the proposed PSO algorithm with Genetic Algorithm (GA) and Simulated Annealing (SA) approaches.