Evolutionary optimization in spatio-temporal fitness landscapes

被引：0
|
作者：
Richter, Hendrik [1 ]
机构：
[1] HTWK Leipzig, Fachbereich Elektrotech & Informat Tech, Inst Mess Steuerungs & Regelungstech, D-04125 Leipzig, Germany
来源：
PARALLEL PROBLEM SOLVING FROM NATURE - PPSN IX, PROCEEDINGS | 2006年 / 4193卷
关键词：
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Spatio-temporal fitness landscapes that are constructed from Coupled Map Lattices (CML) are introduced. These landscapes are analyzed in terms of modality and ruggedness. Based on this analysis, we study the relationship between landscape measures and the performance of an evolutionary algorithm used to solve the dynamic optimization problem.
引用
收藏
页码：1 / 10
页数：10
相关论文
共 50 条
  • [1] Coupled map lattices as spatio-temporal fitness functions: Landscape measures and evolutionary optimization
    Richter, Hendrik
    [J]. PHYSICA D-NONLINEAR PHENOMENA, 2008, 237 (02) : 167 - 186
  • [2] Evolutionary strategies of optimization and the complexity of fitness landscapes
    Rosé, H
    [J]. UNIFYING THEMES IN COMPLEX SYSTEMS, 2000, : 397 - 410
  • [3] Mapping Spatio-temporal ADAR Editing Landscapes in Neurodevelopment
    Plonski, Noel-Marie
    Meindl, Richard
    Piontkivska, Helen
    [J]. FASEB JOURNAL, 2022, 36
  • [4] Spatio-Temporal Modeling of the Topology of Swarm Behavior with Persistence Landscapes
    Corcoran, Padraig
    Jones, Christopher B.
    [J]. 24TH ACM SIGSPATIAL INTERNATIONAL CONFERENCE ON ADVANCES IN GEOGRAPHIC INFORMATION SYSTEMS (ACM SIGSPATIAL GIS 2016), 2016,
  • [5] Spatio-Temporal Optimization for Foreground/Backgroud Segmentation
    Feldmann, Tobias
    [J]. COMPUTER VISION - ACCV 2010 WORKSHOPS, PT I, 2011, 6468 : 113 - 122
  • [6] Spatial Optimization in Spatio-temporal Motion Planning
    Zhang, Weize
    Yadmellat, Peyman
    Gao, Zhiwei
    [J]. 2022 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), 2022, : 1248 - 1254
  • [7] Spatio-temporal stiffness optimization with switching dynamics
    Jun Nakanishi
    Andreea Radulescu
    David J. Braun
    Sethu Vijayakumar
    [J]. Autonomous Robots, 2017, 41 : 273 - 291
  • [8] Spatio-temporal stiffness optimization with switching dynamics
    Nakanishi, Jun
    Radulescu, Andreea
    Braun, David J.
    Vijayakumar, Sethu
    [J]. AUTONOMOUS ROBOTS, 2017, 41 (02) : 273 - 291
  • [9] Spatio-temporal connectivity: assessing the amount of reachable habitat in dynamic landscapes
    Martensen, Alexandre Camargo
    Saura, Santiago
    Fortin, Marie-Josee
    [J]. METHODS IN ECOLOGY AND EVOLUTION, 2017, 8 (10): : 1253 - 1264
  • [10] Spatio-Temporal Activity Recognition for Evolutionary Search Behavior Prediction
    Friess, Stephen
    Tino, Peter
    Menzel, Stefan
    Xu, Zhao
    Sendhoff, Bernhard
    Yao, Xin
    [J]. 2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2022,
12345