科研管理
科研管理
과연관리
Science Research Management
2014年
2期
119~126
,共null页
合作创新 伙伴选择 微粒群算法 权重 联系度 改进TOPSIS法
閤作創新 夥伴選擇 微粒群算法 權重 聯繫度 改進TOPSIS法
합작창신 화반선택 미립군산법 권중 련계도 개진TOPSIS법
cooperative innovation; partner selection ; PSO ; weight; connection degree ; ameliorated TOPSIS method
选择合作创新是企业实现战略目标及获得技术突破的最优博弈发展策略。合作创新伙伴的评价与选择是企业开展合作创新的首要环节,在一定程度上决定了合作创新的效率和效果。为了科学有效且简单地实现合作创新伙伴的选择,本文将微粒群算法和改进的TOPSIS方法相结合,提出了一种新的有限方案多属性决策方法一基于微粒群算法定权的改进TOPSIS法。通过以与最优和最劣对象距离之和最小为准则,建立一个关于权重的非线性规划问题,给出其数学规划模型,运用微粒群算法求解指标的权重;为克服传统TOP-SIS法的不足,基于集对分析联系度的思想,将理想点与负理想点视为确定不确定系统中相互对立的集合,在考察备选方案与理想点或负理想点的联系度时,充分考虑了对立集合的存在,构建了基于联系度的改进TOP-SIS法合作创新伙伴的选择综合评价模型;并将其应用于H汽车集团汽车新技术合作创新伙伴选择的实证分析中,验证其科学性和有效性。
選擇閤作創新是企業實現戰略目標及穫得技術突破的最優博弈髮展策略。閤作創新夥伴的評價與選擇是企業開展閤作創新的首要環節,在一定程度上決定瞭閤作創新的效率和效果。為瞭科學有效且簡單地實現閤作創新夥伴的選擇,本文將微粒群算法和改進的TOPSIS方法相結閤,提齣瞭一種新的有限方案多屬性決策方法一基于微粒群算法定權的改進TOPSIS法。通過以與最優和最劣對象距離之和最小為準則,建立一箇關于權重的非線性規劃問題,給齣其數學規劃模型,運用微粒群算法求解指標的權重;為剋服傳統TOP-SIS法的不足,基于集對分析聯繫度的思想,將理想點與負理想點視為確定不確定繫統中相互對立的集閤,在攷察備選方案與理想點或負理想點的聯繫度時,充分攷慮瞭對立集閤的存在,構建瞭基于聯繫度的改進TOP-SIS法閤作創新夥伴的選擇綜閤評價模型;併將其應用于H汽車集糰汽車新技術閤作創新夥伴選擇的實證分析中,驗證其科學性和有效性。
선택합작창신시기업실현전략목표급획득기술돌파적최우박혁발전책략。합작창신화반적평개여선택시기업개전합작창신적수요배절,재일정정도상결정료합작창신적효솔화효과。위료과학유효차간단지실현합작창신화반적선택,본문장미립군산법화개진적TOPSIS방법상결합,제출료일충신적유한방안다속성결책방법일기우미립군산법정권적개진TOPSIS법。통과이여최우화최렬대상거리지화최소위준칙,건립일개관우권중적비선성규화문제,급출기수학규화모형,운용미립군산법구해지표적권중;위극복전통TOP-SIS법적불족,기우집대분석련계도적사상,장이상점여부이상점시위학정불학정계통중상호대립적집합,재고찰비선방안여이상점혹부이상점적련계도시,충분고필료대립집합적존재,구건료기우련계도적개진TOP-SIS법합작창신화반적선택종합평개모형;병장기응용우H기차집단기차신기술합작창신화반선택적실증분석중,험증기과학성화유효성。
Selecting cooperative innovation is the optimum game development strategy, with which an enterprise realize its strategic objectives and obtains the technological breakthrough. Cooperative partner' s assessment and selection is the primary link, it decides the efficiency and effect of cooperative innovation to a certain extent. In order to be scientifically effective and easy to realize the choice of the cooperative innovation partner, this paper combines PSO and ameliorated TOPSIS Methodtogether and proposes a new method for solving multiple attribute decision limited scheme -based on PSO fixed weight and ameliorated TOPSIS method. To establish a nonlinear programming problem about weight, according to the index weight of TOPSIS method, through the optimal and with the index for standard minimum sum object distance, present its mathematical programming model, and use PSO to determine the weight of the index; on this basis, in order to overcome the shortage of the traditional TOPSIS method, based on set pair analysis relative degree, set the ideal point and negative ideal point as set of oppositionabont certain and uncertain system, in examining the relative degree of alternatives and ideal point or negative ideal point, fully considering the existence of the opposite set,establishes comprehensive evaluation model of ameliorated TOPSIS method based on relative degrees, and applies it in the empirical analysis on the selection of the new technology innovative cooperation partner for H automobile group, and verifies the rationality and validity of the method.