Analog and Vlsi Implementation of Connectionist Network for Minimum Spanning Tree Problems
نویسندگان
چکیده
| We describe a connectionist architecture which shows promise in obtaining the global optimal solution to the classical minimum spanning tree problem in a time independent of the problem size. Using commonly available analogue electronic components, a network prototype was found to give the global optimal solution within the microseconds range. Simulation results and limiting factors of the performance of analog and VLSI implementation circuits are discussed.
منابع مشابه
ANALOG AND VLSI IMPLEMENTATION OF CONNECTIONIST NETWORK FOR MINIMUM SPANNING TREE PROBLEMS - Microelectronics and VLSI, 1995. TENCON '95., IEEE Region 10 International Conference on
We describe a connectionist architecture which shows promise in obtaining the global optimal solution t o the classical minimum spanning tree problem in a time independent of the problem size. Using commonly available analogue electronic components, a network prototype was found to give the global optimal solution within the microseconds range. Simulation results and limiting factors of the per...
متن کاملA Connectionist Network for Dynamic Programming Problems
Dynamic programmingis well-known as a powerful modeling techniquefor dealing with the issue of making optimal decisions sequentially. Many practical problems, such as nding shortest paths in route planning, multi-stage optimal control, can be formulated as special cases of the general sequential decision process. This paper proposes a connectionist network architecture, called the binary relati...
متن کاملAnalog Circuits Implementation of Connectionist Network for Minimax Problems
It is a well established result that nding the solution to the minimum spanning tree(MST) problem is an easy task if the solution to the all-pairs minimax path problem(MPP) is known. As the MST problem has a broad range of applications, a fast solution to the problem is very beneecial. Previous work has established a connectionist architecture based on the binary relation inference network whic...
متن کاملA Metaheuristic Algorithm for the Minimum Routing Cost Spanning Tree Problem
The routing cost of a spanning tree in a weighted and connected graph is defined as the total length of paths between all pairs of vertices. The objective of the minimum routing cost spanning tree problem is to find a spanning tree such that its routing cost is minimum. This is an NP-Hard problem that we present a GRASP with path-relinking metaheuristic algorithm for it. GRASP is a multi-start ...
متن کاملOPTIMIZATION OF TREE-STRUCTURED GAS DISTRIBUTION NETWORK USING ANT COLONY OPTIMIZATION: A CASE STUDY
An Ant Colony Optimization (ACO) algorithm is proposed for optimal tree-structured natural gas distribution network. Design of pipelines, facilities, and equipment systems are necessary tasks to configure an optimal natural gas network. A mixed integer programming model is formulated to minimize the total cost in the network. The aim is to optimize pipe diameter sizes so that the location-alloc...
متن کامل