Universal Approximations in Network Design — 17 June , 2011
نویسندگان
چکیده
The standard courier does the following: every day he receives a fresh list of addresses, from which he computes a TSP tour (only using the addresses he received that day). The lazy courier, being lazy, would like to avoid the work of having to compute a new tour every day. He decides to use all of the addresses in the database to compute a single TSP tour. He will then follow that tour every day, stopping only at the addresses in that day’s assignment, and shortcutting wherever possible. For instance, if the single TSP tour computed over the set {A,B,C,D,E, F,G,H} of addresses is A → B → C → D → E → F → G → H → A, and the list of addresses to visit on a given day is {A,D,E,G}, the lazy courier will travel along the route A → D → E → G. Clearly, the computation done by the lazy courier each day is minimal, while the standard courier needs to solve a (possibly new) TSP problem every day. On the other hand, it is not hard to see that on some days the lazy courier will travel more than the standard courier for a given address list. This raises the following question: how good of an approximation is this universal tour (computed by the lazy courier) as compared to the method of computing a separate tour for each day’s delivery assignment?
منابع مشابه
The Minimum Universal Cost Flow in an Infeasible Flow Network
In this paper the concept of the Minimum Universal Cost Flow (MUCF) for an infeasible flow network is introduced. A new mathematical model in which the objective function includes the total costs of changing arc capacities and sending flow is built and analyzed. A polynomial time algorithm is presented to find the MUCF.
متن کاملThe Myth of 'the Myth of Hypercomputation'
ness and Approximations Thursday, June 9, 2011 Abstractness and Approximations • This rather absurd attack goes as followsness and Approximations • This rather absurd attack goes as follows Thursday, June 9, 2011 Abstractness and Approximations • This rather absurd attack goes as follows 1. Even Turing machines are abstract models that can’t be implemented fully.ness and Approximations • This r...
متن کاملUniversal approximation using differentiators and application to feedback control
Abstract: In this paper, we consider the problems of approximating uncertainties and feedback control for a class of nonlinear systems without full-known states, and two approximation methods are proposed: universal approximation using integral-chain differentiator or extended observer. Comparing to the approximations by fuzzy system and radial-based-function (RBF) neural networks, the presente...
متن کاملGeneralized Impedance-transforming Dual- Band Branch-line Couplers for Arbitrary Coupling Levels
High-performance dual-band Doherty power amplifier and non-uniform circularly polarized antenna array require impedancetransforming unequal dual-band 90◦ branch-line couplers for power dividing and phase shifting in the feed networks. In this paper, an analytical design methodology of generalized impedance-transforming dual-band branch-line couplers for arbitrary coupling levels is proposed. Th...
متن کاملIncremental extreme learning machine with fully complex hidden nodes
Huang et al. [Universal approximation using incremental constructive feedforward networks with random hidden nodes, IEEE Trans. Neural Networks 17(4) (2006) 879–892] has recently proposed an incremental extreme learning machine (I-ELM), which randomly adds hidden nodes incrementally and analytically determines the output weights. Although hidden nodes are generated randomly, the network constru...
متن کامل