Optimized Warehouse Management of Perishable Goods

نویسندگان

چکیده

In recent years, food wastage becomes the major problem of world and researchers indicate that 20-60% total production is lost in supply chain.[1] Due to perishable nature cost products fresh companies face more challenges throughout chains. An order proposal generated for all a time period week by integration Machine Learning loud also taking into chain with some barriers such as supplier delivery times maximum minimum number orders. The whole process prediction done using Random Forest Regression algorithm. This paper focuses particularly on goods analyzed based accuracy training testing data.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Perishable Durable Goods

We examine whether the Coase conjecture [7, 14, 4, 10] is robust against slight ability of commitment of the monopolist not to sell the durable goods to consumers. We quantify the commitment ability in terms of the speed that the durable goods perish, while keeping the time between the o ers small. We demonstrate that the slight commitment capability makes a substantial di erence by constructin...

متن کامل

Transport supervision of perishable goods by embedded context aware objects

Intelligent freight objects can be introduced in order to simplify the solution of complex logistical planning tasks. This enables splitting logistical problems to local executable subtasks. The concept of Ubiquitous Computing (UbiComp) presents a model to realize such intelligent objects. A local task can be handled autonomously by a group of objects. The realization of UbiComp needs a platfor...

متن کامل

Optimal Dynamic Choice of Durable and Perishable Goods

We analyze the life cycle consumption choice model for multiple goods, focusing on the distinction between durables and perishables. As an approximation of the fact that rather high transaction costs and market imperfections prevail inmarkets for used durables, we assume that investment in durables is irreversible. In contrast to the additive model with one perishable good, the optimal consumpt...

متن کامل

Incremental Design of Perishable Goods Markets through Multi-Agent Simulations

In current markets of perishable goods such as fish and vegetables, sellers are typically in a weak bargaining position, since perishable products cannot be stored for long without losing their value. To avoid the risk of spoiling products, sellers have few alternatives other than selling their goods at the prices offered by buyers in the markets. The market mechanism needs to be reformed in or...

متن کامل

Integrated Inventory Routing and Freight Consolidation for Perishable Goods

We propose a model that integrates inventory routing and freight consolidation for perishable goods with a fixed lifetime. The problem is motivated by the status quo of logistics in some U.S. agriculture markets, but adapts to other relevant two-echelon supply chains, e.g. combined production planning and distribution. We first identify special cases where solving single-echelon subproblems seq...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Al?nteri zirai bilimler dergisi

سال: 2021

ISSN: ['2587-2249', '2564-7814']

DOI: https://doi.org/10.47059/alinteri/v36i1/ajas21029