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Theoretical studies on the optimization of selection systems by consideration of the probability of success and cost

Research Project

Project/Area Number 11660010
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Breeding science
Research InstitutionKyoto Sangyou University

Principal Investigator

YONEZAWA Katuei  Kyoto Sangyo University, Faculty of Engineering, Professor, 工学部, 教授 (90026542)

Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥3,500,000 (Direct Cost: ¥3,500,000)
Fiscal Year 2001: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2000: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 1999: ¥1,600,000 (Direct Cost: ¥1,600,000)
KeywordsSelection efficiency / Outbreading plants / Mass selection / Family selection / progeny test / 多段階選拔 / 収量検定試験 / 選拔効率 / 集団選抜法 / 最適選抜回数 / 最適選抜強度 / 最適集団サイズ
Research Abstract

It is proposed that the efficiency of selection methods in plant breeding should be measured not by the expected genetic advance E(R), but by S/C (S=the probability that the desired genetic advance is achieved, and C=the cost that is spent for that). A selection method that maximizes S/C gives the largest number of success under the same long-term resource investment (Yonezawa et al. 1999), although it does not necessarily maximize E(R) in individual selection trials. In the research of this year, the efficiencies of five systems of selection for outbreeding crop plants, i.e., MAS (uniparental mass selection), FAM1 and FAM2 (selection between plus within half-sib falmilies; 1 with random crossing with all plants and families, and 2 with random crossing within each family), HSP (selection with half-sib progeny test), and FSP (selection with full-sib progeny test), were compared based on the Monte Carlo calculations of S/C (Plants per selection cycle are 5000 in MAS, FAM1 and FAM2 and 10000 in HSP and FSP; selection intensity is 5% in each selection cycle and system; 10000 repeated runs). As far as evaluated by the traditional criterion, i.e., E(R) under infinite population size, a more sophisticated selection system should be more efficient. However, Monte Carlo calculations showed that, because random drift occurs, the genetic advance expected under infinite population size is not always realized when a practically possible finite population size is used When evaluated by S/C, the simplest selection system of the five, MAS, is not substantialy inferior to any of the other systems. The most sophisticated systems HSP and FSP are not efficient because the probability of success S in these systems does not increase sufficiently to compensate for the extra investment for progeny test.

Report

(4 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (27 results)

All Other

All Publications (27 results)

  • [Publications] Yano, K., R.Ohsawa, K.Yonezawa: "Cost efficiency of the spatial error control in jingle plant selection"Breading Science. 52(in press). (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 矢野健太郎, 米澤勝衛: "間接選抜が直接選抜より有利であるための条件について"育種学研究. 3,別冊1号. 145 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 石井卓朗, 米澤勝衛: "確立理論モデルによる生産力検定試験方式の検討:高収系統と対照系統の収量差および収量の判定誤差が及ぼす影響について"育種学研究. 3,別冊1号. 201 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 石井卓朗, 米澤勝衛: "確立理論モデルによる生産力検定試験方式の検討:多段階収量選抜方式最適化のための2-クラス集団モデルの頑健性について"3,別冊2号. 167 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yonezawa, K., K. Yano, T. Ishii and T. Nomura: "Atheoreitical basis for measuring the efficiency of selection in plant breeding"Heredity. 82. 401-408 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yonezawa, K., T. Ishii and K. Yano: "Definition of the probability efficiency index for optimization of the stepwise yield selection procedures of plant varieties"Biometrics. 56. 1213-1217 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yano, K., T. Ishii, H. Ikehashi and K. Yonezawa: "Optimization of the number of cycles and intensity of selection, and population size in mass selection: Selection for single traits in outcrossing plant populations"Breeding Science. 50. 37-43 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yonezawa, K. and K. Yano: "A theoretical investigation on the optimization of mass selection procedures in outcrossing plants (in Japanese)"Bulletin of the Institute for National Land Utilization Development, Kyoto Sangyo University. 21. 75-88 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yonezawa, K, and T. Ishii: "Optimization of the yield screening system of plant varieties based on probability efficiency indices"EUCARPIA Quantitative Genetics and Breeding Methods: The Way Ahead (eds. A. Gallais, C. Dillmann and I. Goldringer). pp. 155-161, INRA, Paris. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yano, K., R. Ohsawa and K. Yonezawa: "Cost efficiency of the spatial error control in single plant selection"Breeding Science. 52 (in press). (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yano., R.Ohsawa, K.Yonezawa: "Cost efficiency of the spatial error control in single plant selection"Breeding Science. 52(in press). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 矢野 健太郎, 米澤 勝衛: "間接選抜が直接選抜より有別であるための条件について"育種学研究. 3. 145 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 石井 卓朗, 米澤 勝衛: "確率理論モデルによる生産力検定試験方式の検討:高収系統と対照系統の収量差および収量の判定誤差が及ぼす影響について"育種学研究. 3巻・別冊1号. 201 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 石井 卓朗, 米澤 勝衛: "確率理論モデルによる生産力検定試験方式の検討:多段階収量選抜方式最適化のための2-クラス集団モデルの頑健性について"育種学研究. 3巻・別冊2号. 167 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Yonezawa,K.,T.Ishii and K.Yano: "Definitron of the Probability Efficiency Index for Optimization of the Stepwise Yield Selection Procedures of Plant Varieties"Biometrics. 56. 1213-1217 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Yonezawa,K.,E.Kinoshita,Y.Watano and H.Zentch: "Formulation and estimation of the affective size of stage-siructured populations in Fritillaria camtschatcensis"Evolution. 54. 2007-2013 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 米澤勝衛,石井卓朗,矢野健太郎: "生産力検定試験方式の最適化に関する従来理論の問題点と今後の研究課題"育種学研究. 2・別1号. 326 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 石井卓朗,矢野健太郎,米澤勝衛: "2つの異なる選抜判定基準の下での生産力検定試験の最適方式の違いについて"育種学研究. 2.別1号. 325 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 矢野健太郎,石井卓朗,米澤勝衛: "Mass selectionの効果に影響を及ぼす諸要因の解析5,交配後選抜の下での最適選抜方式"育種学研究. 2.別1号. 327 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 石井卓朗,矢野健太郎,米澤勝衛: "選抜基準値を一定値に固定した場合の生産力検定試験の選抜効果"育種学研究. 2.別2号. 189 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Yonezawa,K.and T.Ishii: "Ruarititative Benetics and Breeding Methods : The Way Ahead"INRA. 331(155-161) (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] Yonezawa,K.,Yano,K,Ishii,T. and Nomura,T.: "A theoveticai basis for measuring the efficiency of selechin in plant breeding"Heredity. 82. 401-408 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Yano,k.,Ishii,T. Ihehashi,H. and Yonezasa,K,: "Optimizanon of the number of Cycles and intensity of selecnion,and populaoian size in mass selection: Selecnin for single troits"Breeding Science. 50. 37-43 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 米澤勝衛,矢野健太郎: "他殖性作物におけるMass selecrion法の最適化に関する理論的-考察"京産大国土研紀要. 21. 印刷中 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 米澤勝衛,矢野健太郎,石井卓朗: "形質評価精度の向上が選抜の効率化をもたらす条件について"育種学研究. 1,別冊1. 299 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 石井卓朗,矢野健太郎,米澤勝衛: "確率理論モデルによる生産力検定試験方式の検討"育種学研究. 1,別冊1. 297 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 米澤勝衛,矢野健太郎,石井卓朗: "形質評価の精度とコストの関係"育種学研究. 1,別冊2. 316 (1999)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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