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The workshop discusses mathematical and computational methods, techniques and models for P2P network optimisation (as well as applicative scenarios) using inspirations from nature. Nowadays highly dyn...
The Power of Online Learning in Stochastic Network Optimization
Power Online Learning Stochastic Network Optimization
2016/1/22
In this paper, we investigate the power of online learning in stochastic network optimization with unknown system statistics a priori. We are interested in understanding how information and learning c...
Road network optimization using heuristic and linear programming
cable yarding mixed integer programming network analysis optimum road density production
2015/3/20
To minimize the cost of logging, it is necessary to optimize the road density. The aim of this study was to determine optimal road spacing (ORS) in Northern Austria. The stepwise regression method was...
An Integrated Forward/Reverse Logistics Network Optimization Model for Multi-Stage Capacitated Supply Chain
Integrated Forward/Reverse Logistics Network Closed-Loop Supply Chain Network Mixed-Integer Linear Programming Multi-Objective Optimization Capacity and Location Decision
2013/2/23
In this study, the integrated forward/reverse logistics network is investigated, and a capacitated multi-stage logistics network design is proposed by formulating a generalized logistics network probl...
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards
Network Optimization Unknown Variables
2010/11/24
In the classic multi-armed bandits problem, the goal is to have a policy for dynamically operating arms that each yield stochastic rewards with unknown means. The key metric of interest is regret, de...
Photonic Network Optimization via Resource and LSPs Concurrent Allocation: a PCE+ Concept
Fiber optics optical communications Networks circuit-switched
2015/6/5
This paper proposes the concept of PCE+:a path computation element that performs a concurrent impairments aware routing and regenerator location for a WSON network using a fast analytical assessment o...
Transit Network Optimization–Minimizing Transfers and Optimizing Route Directness
Transit Network Optimization–Minimizing Transfers Optimizing Route Directness
2009/10/19
This paper presents a mathematical methodology for transit route network optimization.
The goal is to provide an effective computational tool for the optimization of
large-scale transit route networ...
Large-Scale Transit Network Optimization by Minimizing User Cost and Transfers
Large-Scale Transit Network Optimization Minimizing User Cost Transfers
2009/10/19
This article proposes a methodology for developing optimal transit networks (route
structures and headways) that minimizes transit transfers and total user cost while
maximizing service coverage, gi...
基于神经网络的空气悬架系统匹配优化（Neural Network Optimization on Matching of Air Suspension System）
汽车 空气悬架 阻尼 匹配
2009/5/22
建立了空气悬架双质量模型，提出了基于RBF神经网络优化的系统阻尼和空气弹簧匹配的优化方法。匹配求优时，选取车身加速度和轮胎动载荷加权和最小值为优化目标，以悬架动行程最大值为约束。仿真结果表明，客车的平顺性和轮胎接地性都得到改善。台架试验与仿真结果基本吻合。
Stock Market Trading Via Stochastic Network Optimization
Queueing analysis stochastic control universal
2010/11/2
We consider the problem of dynamic buying and selling of shares from a collection of N stocks with random price fluctuations. To limit investment risk, we place an upper bound on the total number of s...