APPLICATION OF A NEURAL-NETWORK AND A GENETIC ALGORITHM IN THE ANALYSIS OF MULTI PARTICLE FINAL-STATES

被引:2
|
作者
DEGENER, TE
KUNZE, M
机构
关键词
D O I
10.1142/S0129183195000496
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The analysis of a particle physics experiment: requires the correct selection of the desired multiplicity of charged (pions or kaons) and neutral (photons) particles. Due to fluctuations in hadronic and electromagnetic showers often too many photons are reconstructed by the analysis software. The combination of a feed forward neural network and a generic algorithm is used to separate photons and fluctuations.
引用
收藏
页码:599 / 604
页数:6
相关论文
共 50 条
  • [41] Wavelet neural network based on multi-particle swarm optimization algorithm and its application
    Xu, Zhimin
    Duan, Wenxiu
    Yu, Xuedou
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, 2008, : 437 - 442
  • [42] Analysis of neural-network dynamics using multi-electrode arrays
    Tamate, Hiroki
    Ito, Daisuke
    Nagayama, Masafumi
    Uchida, Tsutomu
    Gohara, Kazutoshi
    NEUROSCIENCE RESEARCH, 2008, 61 : S164 - S164
  • [43] Hybrid neural-network genetic-algorithm technique for aircraft engine performance diagnostics
    Kobayashi, T
    Simon, DL
    JOURNAL OF PROPULSION AND POWER, 2005, 21 (04) : 751 - 758
  • [44] Application of Particle Swarm Algorithm to Optimization of BP Neural Network
    Zhang, Ling
    2011 AASRI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INDUSTRY APPLICATION (AASRI-AIIA 2011), VOL 2, 2011, : 176 - 178
  • [45] Application of Particle Swarm Algorithm to Optimization of PID Neural Network
    Yuan, Chi
    2011 AASRI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INDUSTRY APPLICATION (AASRI-AIIA 2011), VOL 2, 2011, : 182 - 184
  • [46] Application of Particle Swarm Optimization Algorithm in Computer Neural Network
    Li, Xueyan
    2017 INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS, ELECTRONICS AND CONTROL (ICCSEC), 2017, : 446 - 449
  • [47] Application of Genetic Algorithm and RBF Neural Network in Network Flow Prediction
    Ming, Zhang Ya
    Bin, Zhang Yu
    Zhong, Lin Li
    ICCSIT 2010 - 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 2, 2010, : 298 - 301
  • [48] SPIN AND PARITY ANALYSES IN RADIATIVE QUARKONIUM DECAYS - 3-PARTICLE FINAL-STATES
    BANERJEE, S
    PHYSICAL REVIEW D, 1989, 40 (11): : 3641 - 3647
  • [49] CHARGED PARTICLE-NEUTRON FINAL-STATES FOR PION CAPTURE IN HE-4
    BARRET, RJ
    MCCARTHY, J
    MINEHART, RC
    SOBOTTKA, SE
    ZIOCK, KOH
    BULLETIN OF THE AMERICAN PHYSICAL SOCIETY, 1972, 17 (12): : 1179 - 1179
  • [50] A neural-network approach to Modeling and analysis
    Chen, CY
    Chen, CW
    Chiang, WL
    Hwang, JD
    14TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2002, : 489 - 493