随着微型多功能传感器网络的快速发展,无线传感器网络的规模得到了极大的发展,在一个无线传感器网络中,每个网络节点都可以通过其无线传感器以及通信信道进行通信和信号的传输。传统的算法已经无法满足需求,目前应用较多的算法——和积算法(Sum-Product Algorithm,SPA)就是信息传递算法中比较高效的一种。 SPA是Judea Pearl提出...
随着微型多功能传感器网络的快速发展,无线传感器网络的规模得到了极大的发展,在一个无线传感器网络中,每个网络节点都可以通过其无线传感器以及通信信道进行通信和信号的传输。传统的算法已经无法满足需求,目前应用较多的算法——和积算法(Sum-Product Algorithm,SPA)就是信息传递算法中比较高效的一种。 SPA是Judea Pearl提出...
We present an efficient learning algorithm for the problem of training neuralnetworks with discrete synapses, a well-known hard (NP-complete) discreteoptimization problem. The algorithm is a variant of the so-called Max-Sum (MS)algorithm. In particular, we show how, for bounded integer weights ...
尺扫 #include<cstdio>#include<algorithm>usingnamespacestd;inttest,n,a,ans,s[100005],st,en,maxa,maxp;intmain(){scanf("%d",&test);for(intt=1;t<=test;t++){maxa=-1001;ans=0;scanf("%d",&n);for(inti=1;i<=n;i++){scanf("%d",&a);s[i]=s[i-1]+a;if(a>maxa){maxa=a;...
Max-sum_ADVP is a message-passing algorithm for solving Distributed Constraint Optimization Problems (DCOPs) able to obtain a convergent solution in a cyclic factor graph. Nevertheless, the solution quality is closely related to the timing for starting value propagation in Max-sum_ADVP. In other...
#include <algorithm> #include #include <queue> #include <stack> #include <cstdio> #include <fstream> #include <set> usingnamespacestd; typedeflonglongll; constintINF=0x3f3f3f; constintMAXN=1e5+100; inta[MAXN]; intdp[MAXN]; intmain...
Hello Codeforces. Recently I faced a problem which I couldn't solve in an hour. It is as follows: Max Sum Subarray of atleast 2 numbers. Of course, for just max sum subarray it is Kadane's algorithm in O(n) time, however, I couldn't think of a way to solve for atleast 2 numb...
We propose to apply a multi-start sequential linear programming (MSLP) algorithm for the solution of two multiple obnoxious facility problems on the plane. One problem (Max-Sum1) considers obnoxious facilities and the other (Max-Sum2) obnoxious demand points. The Max-Sum1 objective is maximizing...
Synthesizing Ontology Alignment Methods Using the Max-Sum Algorithm A. Vouros, "Synthesizing Ontology Alignment Methods Using the Max-Sum Algorithm", Knowledge and Data Engineering, IEEE Transactions on, vol.PP, no.99, ... V Spiliopoulos,Vouros, G.A. - 《IEEE Transactions on Knowledge & Data...
(https://cpeditor.org)#include<iostream>#include<cstdio>#include<string>#include<ctime>#include<cmath>#include<cstring>#include<algorithm>#include<stack>#include<climits>#include<queue>#include#include<set>#include<sstream>#include<cassert>#include<bitset>#include<list>#include<unordered_map>/...