Multi-objective collaborative decision-making in supply chain

With the industrial revolution, from horsepower to computing power , There is big data on the cloud platform 、 Mobile Internet 、 The Internet of things 、 Artificial intelligence and other technologies . Looking back on the nearly twoorthree years of scientific and Technological Development , In this day and age , Whether it's mobile Internet , Or the meta universe , All aspects of society are digitalized . Because digital , We can be more accurate to individuals , Even different needs at different stages . What have you bought ？ What are your hobbies ？ What are friends and social class ？ Through parametric analysis , You can clearly know what users need . In life , Many services have been standardized , Products no longer need to go through layers of distributors , Send to markets at all levels , Just need the logistics company to send the products directly to the customers . In the production process, the whole production process of clothing is standardized , It can also improve efficiency 、 cost reduction .

before , The production of consumer goods is product centered ; today , Due to the existence of personalized needs , To be customer-centric , Goods need to be different , In addition to functional demands , There are other demands in terms of experience . In the digital environment , Communication between people has become very convenient , from R&D、 Brand dealer 、 raw material 、 production 、 Service to sales , Can provide better services around consumers . The traditional chain value creation has become a consumer centered competition and cooperation network .

Clothing manufacturers in the past , Unable to care about the personal needs of consumers , Information can only be obtained indirectly through intermediate channels ; Now? , Brands can get feedback from consumers directly , To design products and marketing strategies . meanwhile , You can also build direct sales channels on the platform , More direct interaction with consumers through consultation and comments . Some manufacturers even design a new product , You will selectively find some very representative users , Seek feedback on products and designs .

The clothing industry is a seemingly unified one for outsiders , In fact, the industry has developed to a considerable degree of segmentation . Take clothes for example , Generally speaking, those who are used to knitting will always knit , Instead of choosing woven orders . Those who are used to shuttle weaving will not knit easily , Because two kinds of fabrics produced by different processes , Spinning 、 Printing and dyeing 、 There are great differences in sewing and other links . Such industry segmentation , Not only improve the production efficiency of manufacturers 、 Centralized procurement reduces costs 、 Meet the diversified needs of customers , In addition to providing strong support in many aspects such as improving reaction speed , It also provides more convenience for the brand's supplier management and order allocation .

Now the method of supplier selection ('sofastsoft . com') Relatively simple . One kind of enterprise is simply pursuing cost leadership , Just ensure the general quality level , Let alone suppliers in social responsibility and environment 、 health 、 Security considerations ; Others are rough , In quality and environment 、 health 、 On the basis that the safety meets the requirements , Only need the cost to reach the target standard , The enterprise has no special standards and methods to control the Department responsible for selecting suppliers . May lead to commercial corruption , Or leave too much profit space for downstream , Unable to achieve optimal supplier portfolio selection . For large OEM plants , They have realized that they can maintain several fixed workshops for a customer . Plant arrangement and configuration , In addition to providing the possibility for brands to improve the response speed of the supply chain , At the same time, set up a mathematical model , It provides great convenience . Because the clothing supply chain pays more attention to the delivery time , For example, the original rough order allocation method in the clothing industry needs to be further deepened , Introduce some new parameters as constraints and levers , So as to ensure the stability of delivery to the greatest extent , And now countries 、 The attention and requirements of governments and consumers in various regions on the level of corporate social responsibility .