计算机工程与应用
計算機工程與應用
계산궤공정여응용
COMPUTER ENGINEERING AND APPLICATIONS
2015年
2期
250-254
,共5页
战略导向%项目组合%蚁群算法%工期-成本优化
戰略導嚮%項目組閤%蟻群算法%工期-成本優化
전략도향%항목조합%의군산법%공기-성본우화
strategic orientation%project portfolio%ant colony algorithm%time-cost optimization
战略导向下的项目组合工期-成本优化是现代企业进行多项目管理所面临的重要问题之一,对企业实现资源效益最大化有着至关重要的促进作用。以战略导向下的项目组合工期-成本综合值最小化为研究对象,提出了优化组合项目中工序选择和执行次序的数学模型,在引入自适应权重法、调整信息素系数和混沌扰动变量的基础上,设计了求解该优化模型的改进蚁群算法。通过实例运算表明,改进后的蚁群算法,能够有效地提高算法全局搜索寻优能力和收敛速度,在求解战略导向下的项目组合工期-成本优化问题方面有较强的鲁棒性和实用价值。
戰略導嚮下的項目組閤工期-成本優化是現代企業進行多項目管理所麵臨的重要問題之一,對企業實現資源效益最大化有著至關重要的促進作用。以戰略導嚮下的項目組閤工期-成本綜閤值最小化為研究對象,提齣瞭優化組閤項目中工序選擇和執行次序的數學模型,在引入自適應權重法、調整信息素繫數和混沌擾動變量的基礎上,設計瞭求解該優化模型的改進蟻群算法。通過實例運算錶明,改進後的蟻群算法,能夠有效地提高算法全跼搜索尋優能力和收斂速度,在求解戰略導嚮下的項目組閤工期-成本優化問題方麵有較彊的魯棒性和實用價值。
전략도향하적항목조합공기-성본우화시현대기업진행다항목관리소면림적중요문제지일,대기업실현자원효익최대화유착지관중요적촉진작용。이전략도향하적항목조합공기-성본종합치최소화위연구대상,제출료우화조합항목중공서선택화집행차서적수학모형,재인입자괄응권중법、조정신식소계수화혼돈우동변량적기출상,설계료구해해우화모형적개진의군산법。통과실례운산표명,개진후적의군산법,능구유효지제고산법전국수색심우능력화수렴속도,재구해전략도향하적항목조합공기-성본우화문제방면유교강적로봉성화실용개치。
The time-cost trade-off based on the strategic orientation is one of important questions for the multi-project management, which plays a key role in enterprise resources benefit maximization. In order to minimize the value of time-cost trade-off cost and time under the strategic orientation, this paper proposes a mathematical model for the optimi-zation of node selection and order execution in the project portfolio, an improved ant colony solution algorithm, which is on the basis of the adaptive weights, adjusting pheromone variable coefficients and chaotic perturbations has also been designed in this paper to solve the time-cost trade-off problem. The simulation results indicate that the improved algo-rithm can effectively improve global optimization ability, and much more robust and practical value in solving the time-cost optimization problem of project portfolio.