CN1529873A - 采用演化算法的硬件设计 - Google Patents
采用演化算法的硬件设计 Download PDFInfo
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- CN1529873A CN1529873A CNA028097548A CN02809754A CN1529873A CN 1529873 A CN1529873 A CN 1529873A CN A028097548 A CNA028097548 A CN A028097548A CN 02809754 A CN02809754 A CN 02809754A CN 1529873 A CN1529873 A CN 1529873A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/30—Circuit design
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/12—Computing arrangements based on biological models using genetic models
- G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
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Abstract
Description
Nz2=2 | Nz1=1 | Np2=1 | Np1=1 | b0 | |
1.2 0.9 | 1.9 0.6 | 0.5 -0.4 | 4.1 0.7 | 2.0 0.5 | 1.7 0.3 |
运行序号 | 群体 | PbmaxAmp | PbmarDel | SbmaxAmp | 组合适应度 |
人工设计 | 0.103 | 0.293 | 0.023 | 6.293 | |
1 | 1 | 0.310 | 0.186 | 0.041 | 9.043 |
1 | 2 | 0.199 | 0.418 | 0.029 | 9.090 |
1 | 3 | 0.098 | 0.412 | 0.032 | 8.391 |
1 | 4 | 0.217 | 0.057 | 0.033 | 6.085 |
1 | 5 | 0.248 | 0.247 | 0.032 | 8.120 |
1 | 6 | - | - | - | - |
1 | 7 | 0.253 | 0.506 | 0.026 | 10.221 |
1 | 8 | 0.354 | 0.188 | 0.0351 | 8.941 |
1 | 9 | 0.234 | 0.356 | 0.022 | 8.068 |
1 | 10 | - | - | - | - |
1 | 11 | 0.187 | 1.081 | 0.031 | 15.803 |
1 | 12 | 0.483 | 1.146 | 0.037 | 20.001 |
1 | 13 | 0.074 | 0.481 | 0.037 | 9.247 |
1 | 14 | 0.212 | 0.082 | 0.031 | 6.046 |
1 | 15 | 0.042 | 0.529 | 0.033 | 8.974 |
1 | 16 | 0.084 | 0.698 | 0.031 | 11.001 |
1 | 17 | 0.272 | 0.340 | 0.028 | 8.906 |
1 | 18 | - | - | - | - |
1 | 19 | 0.422 | 0.299 | 0.029 | 10.090 |
1 | 20 | 0.297 | 0.193 | 0.028 | 7.670 |
2 | 4 | 0.227 | 0.043 | 0.030 | 5.702 |
2 | 12 | 0.303 | 0.202 | 0.031 | 8.154 |
2 | 18 | 0.093 | 0.072 | 0.051 | 6.846 |
3 | 2 | 0.052 | 0.160 | 0.036 | 5.760 |
3 | 11 | 0.151 | 0.128 | 0.041 | 6.912 |
3 | 19 | 0.081 | 0.241 | 0.031 | 6.288 |
运行序号 | 群体 | PBmaaAmp | PBmaxDel | SbmaxAmp | 组合适应度 |
人工设计 | 0.271 | 0.437 | 0.030 | 10.099 | |
4 | 1 | 0.398 | 0.262 | 0.042 | 10.783 |
4 | 2 | 0.486 | 0.334 | 0.044 | 12.526 |
4 | 3 | 0.219 | 0.651 | 0.044 | 13.006 |
4 | 4 | 0.268 | 0.361 | 0.042 | 10.467 |
4 | 5 | 0.638 | 0.256 | 0.047 | 13.657 |
4 | 6 | 0.948 | 1.650 | 0.065 | 32.524 |
4 | 7 | 0.707 | 1.429 | 0.034 | 24.656 |
4 | 8 | 0.512 | 1.226 | 0.066 | 23.978 |
4 | 9 | 0.781 | 0.326 | 0.032 | 14.320 |
4 | 10 | 0.514 | 0.626 | 0.071 | 18.555 |
4 | 11 | 0.614 | 1.234 | 0.049 | 23.453 |
4 | 12 | 0.407 | 1.174 | 0.045 | 20.349 |
4 | 14 | 0.544 | 0.809 | 0.025 | 16.051 |
4 | 14 | 0.190 | 0.564 | 0.041 | 11.633 |
4 | 15 | 0.317 | 0.319 | 0.034 | 9.764 |
4 | 16 | 0.271 | 0.454 | 0.049 | 12.183 |
4 | 17 | 0.519 | 0.267 | 0.059 | 13.807 |
4 | 18 | 0.864 | 0.287 | 0.034 | 14.913 |
4 | 19 | 0.236 | 0.731 | 0.048 | 14.438 |
4 | 20 | 0.294 | 0.334 | 0.038 | 10.152 |
5 | 7 | 0.404 | 0.144 | 0.047 | 10.190 |
5 | 14 | 0.426 | 0.147 | 0.044 | 10.156 |
5 | 17 | 0.359 | 0.262 | 0.038 | 10.016 |
常规设计 | 演化设计 | |
需要的领域知识 | 多 | 少 |
探索的设计空间 | 小 | 大 |
一次运行中的创新设计 | 不太可能 | 可能 |
每一设计所需时间 | 慢 | |
搜索 | 确定的 | 随机的 |
多目标设计 | 否 | 是 |
初期建立成本 | 低 | 高(EA软件) |
每类问题所需工作量 | 高(研究) | 低(适应度) |
Claims (27)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
GB0106459.1 | 2001-03-15 | ||
GBGB0106459.1A GB0106459D0 (en) | 2001-03-15 | 2001-03-15 | Hardware design using evolutionary algorithms |
Publications (1)
Publication Number | Publication Date |
---|---|
CN1529873A true CN1529873A (zh) | 2004-09-15 |
Family
ID=9910780
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CNA028097548A Pending CN1529873A (zh) | 2001-03-15 | 2002-03-13 | 采用演化算法的硬件设计 |
Country Status (9)
Country | Link |
---|---|
US (1) | US20090313191A1 (zh) |
EP (1) | EP1388123B1 (zh) |
JP (1) | JP2004532454A (zh) |
CN (1) | CN1529873A (zh) |
AT (1) | ATE407410T1 (zh) |
CA (1) | CA2440343A1 (zh) |
DE (1) | DE60228701D1 (zh) |
GB (1) | GB0106459D0 (zh) |
WO (1) | WO2002075650A2 (zh) |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1751857B (zh) * | 2005-09-27 | 2010-04-28 | 上海理工大学 | 恒力磨削滤波器的自动优化设计方法 |
CN102194025A (zh) * | 2010-03-08 | 2011-09-21 | 利弗莫尔软件技术公司 | 基于多目标进化算法的工程设计优化中的改进方法和系统 |
CN102254225A (zh) * | 2011-06-03 | 2011-11-23 | 中国科学院西安光学精密机械研究所 | 基于趋向型紧凑遗传算法的演化硬件实现方法 |
CN107168679A (zh) * | 2011-05-03 | 2017-09-15 | 高通股份有限公司 | 用于内嵌在存储器层级内的经熵编码软件的存储和翻译的方法和设备 |
CN108345250A (zh) * | 2018-03-08 | 2018-07-31 | 常玲玲 | 一种演化硬件无延迟控制装置 |
CN112182974A (zh) * | 2020-10-09 | 2021-01-05 | 中国人民解放军陆军工程大学 | 一种神经元电路演化设计方法 |
Families Citing this family (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
AU2003293534A1 (en) * | 2002-12-13 | 2004-07-09 | Hewlett-Packard Development Company, L.P. | System design using artifical intelligence |
US7337154B2 (en) * | 2003-05-19 | 2008-02-26 | Raytheon Company | Method for solving the binary minimization problem and a variant thereof |
JP2006295580A (ja) * | 2005-04-12 | 2006-10-26 | Matsushita Electric Ind Co Ltd | アンテナの製造方法及び通信機器の製造方法 |
US20090037352A1 (en) * | 2007-08-01 | 2009-02-05 | Electronic Data Systems Corporation | System and method for automated determination of solutions to known equations |
US8504498B2 (en) | 2008-02-12 | 2013-08-06 | Codexis, Inc. | Method of generating an optimized, diverse population of variants |
CN102117480A (zh) * | 2011-03-08 | 2011-07-06 | 武汉大学 | 基于函数级演化硬件的图像空间域滤波系统及方法 |
US8838510B2 (en) | 2011-09-16 | 2014-09-16 | International Business Machines Corporation | Choosing pattern recognition algorithms and data features using a genetic algorithm |
CN103107963A (zh) * | 2013-01-09 | 2013-05-15 | 王少夫 | 一种基于混合遗传算法的宽带匹配网络优化方法 |
US10311358B2 (en) * | 2015-07-10 | 2019-06-04 | The Aerospace Corporation | Systems and methods for multi-objective evolutionary algorithms with category discovery |
US10474952B2 (en) | 2015-09-08 | 2019-11-12 | The Aerospace Corporation | Systems and methods for multi-objective optimizations with live updates |
US10387779B2 (en) | 2015-12-09 | 2019-08-20 | The Aerospace Corporation | Systems and methods for multi-objective evolutionary algorithms with soft constraints |
US10402728B2 (en) | 2016-04-08 | 2019-09-03 | The Aerospace Corporation | Systems and methods for multi-objective heuristics with conditional genes |
US11379730B2 (en) | 2016-06-16 | 2022-07-05 | The Aerospace Corporation | Progressive objective addition in multi-objective heuristic systems and methods |
US11676038B2 (en) | 2016-09-16 | 2023-06-13 | The Aerospace Corporation | Systems and methods for multi-objective optimizations with objective space mapping |
US10474953B2 (en) | 2016-09-19 | 2019-11-12 | The Aerospace Corporation | Systems and methods for multi-objective optimizations with decision variable perturbations |
CN106254008B (zh) * | 2016-10-09 | 2019-06-11 | 哈尔滨工程大学 | 一种能量采集绿色认知无线电的频谱感知方法 |
US10360500B2 (en) * | 2017-04-20 | 2019-07-23 | Sas Institute Inc. | Two-phase distributed neural network training system |
CN107885910B (zh) * | 2017-10-23 | 2023-10-13 | 苏州大学 | 一种基于演化策略的近似电路逻辑综合优化方法 |
CN108519944B (zh) * | 2018-03-07 | 2019-04-05 | 北京航空航天大学 | 一种基于噪声共振的软件加速测试技术的构建方法 |
US20220108186A1 (en) * | 2020-10-02 | 2022-04-07 | Francisco Daniel Filip Duarte | Niche Ranking Method |
Family Cites Families (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2974900B2 (ja) * | 1993-12-13 | 1999-11-10 | 株式会社 エイ・ティ・アール人間情報通信研究所 | 自律進化型ハードウェア設計システム |
US5867397A (en) * | 1996-02-20 | 1999-02-02 | John R. Koza | Method and apparatus for automated design of complex structures using genetic programming |
US5940816A (en) * | 1997-01-29 | 1999-08-17 | International Business Machines Corporation | Multi-objective decision-support methodology |
US6757667B1 (en) * | 2000-04-12 | 2004-06-29 | Unilever Home & Personal Care Usa, Division Of Conopco, Inc. | Method for optimizing formulations |
GB2362481B (en) * | 2000-05-09 | 2004-12-01 | Rolls Royce Plc | Fault diagnosis |
US7630928B2 (en) * | 2004-02-20 | 2009-12-08 | General Electric Company | Systems and methods for multi-objective portfolio analysis and decision-making using visualization techniques |
-
2001
- 2001-03-15 GB GBGB0106459.1A patent/GB0106459D0/en not_active Ceased
-
2002
- 2002-03-13 CA CA002440343A patent/CA2440343A1/en not_active Abandoned
- 2002-03-13 DE DE60228701T patent/DE60228701D1/de not_active Expired - Lifetime
- 2002-03-13 EP EP02706925A patent/EP1388123B1/en not_active Expired - Lifetime
- 2002-03-13 US US10/473,685 patent/US20090313191A1/en not_active Abandoned
- 2002-03-13 AT AT02706925T patent/ATE407410T1/de not_active IP Right Cessation
- 2002-03-13 WO PCT/GB2002/001157 patent/WO2002075650A2/en active IP Right Grant
- 2002-03-13 CN CNA028097548A patent/CN1529873A/zh active Pending
- 2002-03-13 JP JP2002574585A patent/JP2004532454A/ja active Pending
Cited By (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1751857B (zh) * | 2005-09-27 | 2010-04-28 | 上海理工大学 | 恒力磨削滤波器的自动优化设计方法 |
CN102194025A (zh) * | 2010-03-08 | 2011-09-21 | 利弗莫尔软件技术公司 | 基于多目标进化算法的工程设计优化中的改进方法和系统 |
CN107168679A (zh) * | 2011-05-03 | 2017-09-15 | 高通股份有限公司 | 用于内嵌在存储器层级内的经熵编码软件的存储和翻译的方法和设备 |
US10754653B2 (en) | 2011-05-03 | 2020-08-25 | Qualcomm Incorporated | Methods and apparatus for storage and translation of entropy encoded software embedded within a memory hierarchy |
CN102254225A (zh) * | 2011-06-03 | 2011-11-23 | 中国科学院西安光学精密机械研究所 | 基于趋向型紧凑遗传算法的演化硬件实现方法 |
CN102254225B (zh) * | 2011-06-03 | 2013-09-25 | 中国科学院西安光学精密机械研究所 | 基于趋向型紧凑遗传算法的演化硬件实现方法 |
CN108345250A (zh) * | 2018-03-08 | 2018-07-31 | 常玲玲 | 一种演化硬件无延迟控制装置 |
CN108345250B (zh) * | 2018-03-08 | 2020-04-21 | 河南科技大学 | 一种演化硬件无延迟控制装置 |
CN112182974A (zh) * | 2020-10-09 | 2021-01-05 | 中国人民解放军陆军工程大学 | 一种神经元电路演化设计方法 |
Also Published As
Publication number | Publication date |
---|---|
EP1388123B1 (en) | 2008-09-03 |
JP2004532454A (ja) | 2004-10-21 |
ATE407410T1 (de) | 2008-09-15 |
WO2002075650A3 (en) | 2003-11-27 |
WO2002075650A2 (en) | 2002-09-26 |
DE60228701D1 (de) | 2008-10-16 |
US20090313191A1 (en) | 2009-12-17 |
GB0106459D0 (en) | 2001-05-02 |
CA2440343A1 (en) | 2002-09-26 |
EP1388123A2 (en) | 2004-02-11 |
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