Cellular learning automata based evolutionary computing (CLA-EC) for intrinsic hardware evolution

被引:5
|
作者
Hariri, A [1 ]
Rastegar, R [1 ]
Navi, K [1 ]
Zamani, MS [1 ]
Meybodi, MR [1 ]
机构
[1] Shahid Beheshti Univ Med Sci, Tehran, Iran
关键词
D O I
10.1109/EH.2005.12
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Evolvable Hardware (EHW) deals with the application of evolutionary algorithms in hardware design. In intrinsic EHW, the evolutionary algorithm or the fitness evaluation is implemented in hardware. In this case, there is a need for hardware-friendly algorithms. In this work, we introduce Cellular Learning Automata based Evolutionary Computing (CLA-EC) as a new algorithm for intrinsic hardware evolution. The parallel structure of CLA-EC makes it suitable for EHW. Therefore, in this work we consider the application of this algorithm to EHW.
引用
收藏
页码:294 / 297
页数:4
相关论文
共 50 条
  • [21] On the implementation of cellular wave computing methods by hardware learning
    Geis, Gunter
    Gollas, Frank
    Tetzlaff, Ronald
    2007 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, 2007, : 2930 - 2933
  • [22] A multi-population differential evolution algorithm based on cellular learning automata and evolutionary context information for optimization in dynamic environments
    Vafashoar, Reza
    Meybodi, Mohammad Reza
    APPLIED SOFT COMPUTING, 2020, 88
  • [23] Fuzzy evolutionary cellular learning automata model for text summarization
    Abbasi-ghalehtaki, Razieh
    Khotanlou, Hassan
    Esmaeilpour, Mansour
    SWARM AND EVOLUTIONARY COMPUTATION, 2016, 30 : 11 - 26
  • [24] Evolutionary Learning and Stability of Mixed-Rule Cellular Automata
    Sawayama, Ryo
    Saito, Toshimichi
    NEURAL INFORMATION PROCESSING (ICONIP 2014), PT II, 2014, 8835 : 271 - 278
  • [25] Hardware Implementation of a Crowd Evacuation Model Based on Cellular Automata
    Georgoudas, Ioakeim G.
    Sirakoulis, Georgios C.
    Andreadis, Ioannis T.
    PEDESTRIAN AND EVACUATION DYNAMICS 2008, 2010, : 451 - 463
  • [26] Cellular Automata Based Hardware Accelerator for Parallel Maze Routing
    Saurabh, Shashank
    Lin, Kuen-Wey
    Li, Yih-Lang
    PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON ADVANCED MATERIALS FOR SCIENCE AND ENGINEERING (IEEE-ICAMSE 2016), 2016, : 680 - 683
  • [27] Memristors in Cellular-Automata-Based Computing: A Review
    Karamani, Rafailia-Eleni
    Fyrigos, Iosif-Angelos
    Ntinas, Vasileios
    Vourkas, Ioannis
    Adamatzky, Andrew
    Sirakoulis, Georgios Ch.
    ELECTRONICS, 2023, 12 (16)
  • [28] Elliptic curve based hardware architecture using cellular automata
    Jeon, Jun-Cheol
    Yoo, Kee-Young
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2008, 79 (04) : 1197 - 1203
  • [29] Computing inversions in finite fields based on cellular automata
    Yi, Haibo
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 37 (04) : 4557 - 4562
  • [30] Cellular Automata Based Solution for Detecting Hardware Trojan in CMPs
    Hazra, Suvadip
    Dalui, Mamata
    RECENT ADVANCES IN INTELLIGENT INFORMATION SYSTEMS AND APPLIED MATHEMATICS, 2020, 863 : 644 - 655