Predefined-time distributed multiobjective optimization for network resource allocation

Optimization of Resource Allocation in the Distributed Production Network

The development of the stochastic approach, based on queuing modelling and simulation, to solve the problem of resource decentralization in the distributed production network (DPN) is examined in the paper. The problem of performance optimisation of DPN is formulated as task of non-linear integer programming with stochastic parameters. A branch and bound algorithm, based on sequential use of qu...

Resource Allocation Optimization for Heterogeneous Network

The improvement of communication throughput using a cross layer mode of communication is proposed. Due to critical mode of applications of sensor networks, it is required to achieve data at faster rate for high refreshment. As the communicating data’s are sensed or measured data, it is required to have higherthroughput and less interference, to achieve accuracy and optimal resource utilization....

Communication Complexity of Distributed Resource Allocation Optimization

This paper investigates the communication complexity of distributed resource allocation problems. Communication complexity, which has emerged from computer science, measures the minimal number of communicated bits needed to solve some classes of problems regardless of the used algorithm, when the communication is lossless. We introduce two complexity measures for finding primal/dual saddle poin...

Resource Allocation for Wireless Networks: A Distributed Optimization Approach

Distributed Newton-type Algorithms for Network Resource Allocation

Most of today's communication networks are large-scale and comprise of agents with local information and heterogeneous preferences, making centralized control and coordination impractical. This motivated much interest in developing and studying distributed algorithms for network resource allocation problems, such as Internet routing, data collection and processing in sensor networks, and cross-...