Allocating Modules to Processors in a Distributed System
IEEE Transactions on Software Engineering
Journal of Parallel and Distributed Computing
Genetic-algorithm-based real-time task scheduling with multiple goals
Journal of Systems and Software - Special issue: Computer systems
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
Evolutionary Computation
Task assignment in heterogeneous computing systems
Journal of Parallel and Distributed Computing
Exact Solutions to Task Allocation Problems
Management Science
Artificial life techniques for load balancing in computational grids
Journal of Computer and System Sciences
Expert Systems with Applications: An International Journal
A Modified Simulated Annealing Algorithm for Static Task Scheduling in Grid Computing
ICCSIT '08 Proceedings of the 2008 International Conference on Computer Science and Information Technology
Comparison of Heuristics for Scheduling Independent Tasks on Heterogeneous Distributed Environments
CSO '09 Proceedings of the 2009 International Joint Conference on Computational Sciences and Optimization - Volume 01
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
A hybrid particle swarm optimization algorithm for optimal task assignment in distributed systems
Computer Standards & Interfaces
Expert Systems with Applications: An International Journal
Hybrid meta-heuristics algorithms for task assignment in heterogeneous computing systems
Computers and Operations Research
A Multi-swarm Approach to Multi-objective Flexible Job-shop Scheduling Problems
Fundamenta Informaticae - Swarm Intelligence
International Journal of Computer Integrated Manufacturing
A non-dominated sorting particle swarm optimizer for multiobjective optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
A heuristic non-dominated sorting genetic algorithm-II for satellite-module layout optimisation
International Journal of Computer Applications in Technology
A novel global harmony search algorithm for task assignment problem
Journal of Systems and Software
Journal of Systems and Software
Microprocessors & Microsystems
A heuristics method based on ant colony optimisation for redundancy allocation problems
International Journal of Computer Applications in Technology
Task assignment in heterogeneous computing systems using an effective iterated greedy algorithm
Journal of Systems and Software
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
The fully informed particle swarm: simpler, maybe better
IEEE Transactions on Evolutionary Computation
Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
IEEE Transactions on Evolutionary Computation
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Both parallel and distributed systems play a vital role in the improvement of high performance computing. A primary issue concerned with the performance of a parallel application executing on a distributed system is allocating the tasks of the application among the various processors in the system. As several conflicting factors influence the allocation strategy, it is necessary to account for multiple objectives. To handle the multi-objective task allocation problem, a Multi-objective Adaptive Particle Swarm Optimisation (MO-ANPSO) with non-dominated sorting is proposed in this paper. The algorithm is implemented and tested on a data set comprising several instances of task interaction graph that models the application. The results show that the proposed method obtains a set of optimal allocations with increased level of performance over the other PSO methods.