本文關(guān)鍵詞：基于BP神經(jīng)網(wǎng)絡(luò)的軍工制造企業(yè)供應(yīng)商選擇評(píng)價(jià)研究　出處：《哈爾濱工業(yè)大學(xué)》2015年碩士論文　論文類型：學(xué)位論文

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【摘要】：伴隨著市場(chǎng)經(jīng)濟(jì)的發(fā)展以及我國(guó)經(jīng)濟(jì)開放程度的加深,我國(guó)的軍工市場(chǎng)也正經(jīng)歷著由壟斷走向開放的過(guò)程,軍品市場(chǎng)的開放使得軍工制造企業(yè)的采購(gòu)有了越來(lái)越多的選擇渠道和途徑,采購(gòu)方式也越來(lái)越市場(chǎng)化和多元化。在軍工制造企業(yè)的采購(gòu)中,選擇能夠提供優(yōu)質(zhì)產(chǎn)品的供應(yīng)商對(duì)于保證其生產(chǎn)制造武器裝備的質(zhì)量具有重要作用。因此,研究當(dāng)前軍工制造企業(yè)采購(gòu)中的供應(yīng)商選擇問(wèn)題,是實(shí)現(xiàn)我國(guó)軍工制造企業(yè)走向市場(chǎng)化的重要課題,對(duì)我國(guó)軍工制造企業(yè)具有重大的現(xiàn)實(shí)意義。本文首先對(duì)軍工制造企業(yè)供應(yīng)商的評(píng)價(jià)方法和評(píng)價(jià)體系的相關(guān)研究進(jìn)行梳理,并對(duì)當(dāng)前的各種供應(yīng)商選擇評(píng)價(jià)方法進(jìn)行比較,提出使用BP神經(jīng)網(wǎng)絡(luò)模型的適用性。隨后,本文針對(duì)軍工制造企業(yè)的供應(yīng)商選擇特點(diǎn),對(duì)相關(guān)領(lǐng)域的專家進(jìn)行訪談?wù){(diào)研,通過(guò)書面調(diào)查和深度訪談等方法,獲取了對(duì)軍工制造企業(yè)供應(yīng)商的選擇評(píng)價(jià)的一手?jǐn)?shù)據(jù)資料,在此基礎(chǔ)上,運(yùn)用扎根理論對(duì)調(diào)研資料進(jìn)行深入分析,據(jù)此構(gòu)建軍工制造企業(yè)的供應(yīng)商選擇評(píng)價(jià)指標(biāo)體系。其次,依據(jù)構(gòu)建的評(píng)價(jià)指標(biāo)體系,將BP神經(jīng)網(wǎng)絡(luò)方法應(yīng)用到對(duì)軍工制造企業(yè)供應(yīng)商的評(píng)價(jià)中,構(gòu)建了基于BP神經(jīng)網(wǎng)絡(luò)的供應(yīng)商評(píng)價(jià)模型。最后,本文選取北京某軍工制造企業(yè)開展實(shí)證研究,對(duì)提出的評(píng)價(jià)模型的有效性進(jìn)行檢驗(yàn),并對(duì)實(shí)施基于BP神經(jīng)網(wǎng)絡(luò)的供應(yīng)商選擇評(píng)價(jià)模型提出優(yōu)化建議。本文針對(duì)軍工制造企業(yè)的供應(yīng)商選擇評(píng)價(jià)構(gòu)建了相應(yīng)的評(píng)價(jià)體系和方法模型,具有兩方面的意義:一方面,本文構(gòu)建的軍工制造企業(yè)供應(yīng)商選擇評(píng)價(jià)模型客觀且運(yùn)算簡(jiǎn)便,能夠很好的應(yīng)用到軍工制造企業(yè)供應(yīng)商的選擇評(píng)價(jià)實(shí)踐中,為軍工制造企業(yè)的供應(yīng)商選擇提供一種切實(shí)可行的參考方法;另一方面,本文的研究對(duì)供應(yīng)商選擇評(píng)價(jià)理論也是一個(gè)有益的補(bǔ)充,進(jìn)一步豐富和完善了當(dāng)前的供應(yīng)商研究理論,對(duì)該理論的發(fā)展具有一定的推動(dòng)作用。
[Abstract]:With the development of market economy and the deepening of China's economic opening degree, China's military market is also experiencing the process from monopoly to open, the military market opening makes the military manufacturing enterprise procurement has been more and more choice of channels and ways, procurement mode is more and more market-oriented and diversified. In the procurement of military manufacturing enterprises, the selection of suppliers which can provide high quality products plays an important role in ensuring the quality of their production and manufacture of weapons and equipment. Therefore, studying the supplier selection problem in the current military manufacturing enterprises procurement is an important issue to achieve the marketization of our military manufacturing enterprises, and has great practical significance for our military manufacturing enterprises. In this paper, we first review the related research methods of supplier evaluation and evaluation system of military manufacturing enterprises, and compare the current supplier selection and evaluation methods, and put forward the applicability of BP neural network model. Then, according to the military manufacturing enterprise supplier selection, experts in the relevant field of interviews, written by means of questionnaire and interview, the selection and evaluation of military manufacturing enterprises suppliers first-hand data, based on in-depth analysis of transport research data using grounded theory, constructs the military manufacturing enterprise supplier selection evaluation index system. Secondly, according to the constructed evaluation index system, the BP neural network method is applied to evaluate the suppliers of military manufacturing enterprises, and a supplier evaluation model based on BP neural network is constructed. Finally, a military manufacturing enterprise in Beijing is chosen to conduct an empirical study to verify the effectiveness of the proposed evaluation model, and put forward suggestions for optimizing the supplier selection and evaluation model based on BP neural network. According to the military manufacturing enterprise supplier selection and evaluation model evaluation system and corresponding method, has significance in two aspects: on the one hand, the military industrial manufacturing enterprises supplier selection evaluation model of objective and simple operation, can choose the evaluation of good practical application to military manufacturing enterprise suppliers, to provide a feasible the reference methods for military manufacturing enterprise suppliers; on the other hand, the selection of evaluation theory is a beneficial supplement to the supplier, to further enrich and improve the current supplier theory, it will promote the development of the theory.
【學(xué)位授予單位】：哈爾濱工業(yè)大學(xué)
【學(xué)位級(jí)別】：碩士
【學(xué)位授予年份】：2015
【分類號(hào)】：F274;F426.48;TP183

【參考文獻(xiàn)】

相關(guān)期刊論文 前8條

1 呂進(jìn);郭晨;;多特性仿生統(tǒng)一神經(jīng)元模型[J];大連海事大學(xué)學(xué)報(bào);2008年01期

2 劉增明;陳運(yùn)非;蔣海青;;基于PCA-BP神經(jīng)網(wǎng)絡(luò)方法的供應(yīng)商選擇[J];工業(yè)工程與管理;2014年01期

3 王巧玲;李玉萍;;基于灰色多層次評(píng)價(jià)方法的供應(yīng)商評(píng)價(jià)[J];航空制造技術(shù);2010年08期

4 肖會(huì)敏;郭鵬;;基于主成分分析與BP神經(jīng)網(wǎng)絡(luò)的供應(yīng)商選擇模型[J];計(jì)算技術(shù)與自動(dòng)化;2013年01期

5 孫曉娥;;扎根理論在深度訪談研究中的實(shí)例探析[J];西安交通大學(xué)學(xué)報(bào)(社會(huì)科學(xué)版);2011年06期

6 王先甲;張熠;;基于AHP和DEA的非均一化灰色關(guān)聯(lián)方法[J];系統(tǒng)工程理論與實(shí)踐;2011年07期

7 吳雋;王蘭義;李一軍;;基于模糊質(zhì)量功能展開的物流服務(wù)供應(yīng)商選擇研究[J];中國(guó)軟科學(xué);2010年03期

8 劉彬;朱慶華;藍(lán)英;;綠色采購(gòu)下供應(yīng)商評(píng)價(jià)指標(biāo)體系研究[J];管理評(píng)論;2008年09期

相關(guān)碩士學(xué)位論文 前1條

1 李碩;航天工業(yè)企業(yè)供應(yīng)商能力評(píng)估研究[D];哈爾濱工業(yè)大學(xué);2007年

，

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