«improved discrete particle swarm optimization algorithm»
۲۱۲ نتیجهDiscrete Particle Swarm Optimization for TSP based on Neighborhood
Particle swarm optimization (PSO) is a kind of evolutionary algorithm to find optimal solutions for continuous optimization problems. Updating kinetic equations for particle swarm optimization algorithm are improved to solve traveling salesman problem (TSP) based on problem chara
Discrete Particle Swarm Optimization Routing Protocol for Wireless Sensor Networks with Multiple Mobile Sinks
Mobile sinks can achieve load-balancing and energy-consumption balancing across the wireless sensor networks (WSNs). However, the frequent change of the paths between source nodes and the sinks caused by sink mobility introduces significant overhead in terms of energy and packet
An Efficient Algorithm of Discrete Particle Swarm Optimization for Multi-Objective Task Assignment
In this paper, a discrete particle swarm optimization method is proposed to solve the multi-objective task assignment problem in distributed environment. The objectives of optimization include the makespan for task execution and the budget caused by resource occupation. A two-sta
Improvement and Application of Particle Swarm Optimization Algorithm based on the Parameters and the Strategy of Co-Evolution
PSO algorithm is an intelligent optimization algorithm based on swarm intelligence. Particle swarm optimization algorithm is simple, easy to implement, and it has a wide application prospect in scientific research and engineering applications. In real life, most of the optimizati
Feature Selection Optimized by Discrete Particle Swarm Optimization for Face Recognition
This paper proposes a new discrete particle swarm optimization (DPSO) algorithm with a multiplicative likeliness enhancement rule for unordered feature selection. In this paper, the pool of features for face recognition are derived from direct fractional-step linear discriminant
Optimal node placement of industrial wireless sensor networks based on adaptive mutation probability binary particle swarm optimization algorithm
Industrial Wireless Sensor Networks (IWSNs), a novel technique in industry control, can greatly reduce the cost of measurement and control and improve productive efficiency. Different from Wireless Sensor Networks (WSNs) in non-industrial applications, the communication reliabili
Multi-Objective Optimal Configuration of Reconfigurable Test Platform: A Modified Discrete Particle Swarm Optimization Approach
The reconfigurable test platform (RTP) is designed to test high speed, high reliability and super precision indexes of wafer transmission robot, which can transfer and align wafers in the semiconductor manufacturing. This paper focuses on optimal configuration of the test platfor
Study on Mcm Test Scheme Using Adaptive Genetic Algorithm and Particle Swarm Optimization Algorithm
The paper presents a new interconnect test generation scheme based on adaptive genetic algorithm (AGA) and particle swarm optimization algorithm (PSO) for Multi-chip Module (MCM) applications. By combing the characteristics of interconnect test and constructing particle expressio
Optimal Placement and Sizing of Capacitor and Distributed Generation with Harmonic and Resonance Considerations Using Discrete Particle Swarm Optimization
Presence of distributed generation (DG) in distribution systems has significant impacts on the operational characteristics of these systems, also using capacitor for reactive compensation and loss reduction is so common. Injected harmonic currents from nonlinear loads into distri
Discrete particle swarm optimization for the team orienteering problem
In this paper, a novel discrete particle swarm optimization (PSO) algorithm is proposed to solve the team orienteering problem (TOP). Discrete evaluation is achieved by redefining all operators and operands used in PSO. To obtain better results, a strengthened PSO, which improves