MEH: Modular evolvable hardware for designing complex circuits

Jin Hyuk Hong; Sung Bae Cho

doi:10.1109/CEC.2003.1299561

MEH: Modular evolvable hardware for designing complex circuits

Jin Hyuk Hong, Sung Bae Cho

College of Computing

Research output: Contribution to conference › Paper › peer-review

6 Citations (Scopus)

Abstract

Evolvable hardware adjusts oneself to changeable environments by self-organizing the circuit. Due to its high productivity and creativity for designing circuit, it is widely investigated. However, it is very difficult to apply it to a complicated circuit, because the search space increases exponentially as the complexity of hardware. In this paper, we propose a modular approach to evolving complex hardware circuits effectively. A comparative experiment with the conventional evolutionary approach indicates that the proposed method works 50/spl sim/1000 times faster and yields a more optimized hardware.

Original language	English
Pages	92-99
Number of pages	8
DOIs	https://doi.org/10.1109/CEC.2003.1299561
Publication status	Published - 2003
Event	2003 Congress on Evolutionary Computation, CEC 2003 - Canberra, ACT, Australia Duration: 2003 Dec 8 → 2003 Dec 12

Other

Other	2003 Congress on Evolutionary Computation, CEC 2003
Country/Territory	Australia
City	Canberra, ACT
Period	03/12/8 → 03/12/12

All Science Journal Classification (ASJC) codes

Computational Mathematics

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10.1109/CEC.2003.1299561

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title = "MEH: Modular evolvable hardware for designing complex circuits",

abstract = "Evolvable hardware adjusts oneself to changeable environments by self-organizing the circuit. Due to its high productivity and creativity for designing circuit, it is widely investigated. However, it is very difficult to apply it to a complicated circuit, because the search space increases exponentially as the complexity of hardware. In this paper, we propose a modular approach to evolving complex hardware circuits effectively. A comparative experiment with the conventional evolutionary approach indicates that the proposed method works 50/spl sim/1000 times faster and yields a more optimized hardware.",

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AB - Evolvable hardware adjusts oneself to changeable environments by self-organizing the circuit. Due to its high productivity and creativity for designing circuit, it is widely investigated. However, it is very difficult to apply it to a complicated circuit, because the search space increases exponentially as the complexity of hardware. In this paper, we propose a modular approach to evolving complex hardware circuits effectively. A comparative experiment with the conventional evolutionary approach indicates that the proposed method works 50/spl sim/1000 times faster and yields a more optimized hardware.

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MEH: Modular evolvable hardware for designing complex circuits

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