DMS2030 Compute the labor

DMS2030

Individual Assignment 1

Due Date: 11:59 pm, October 14th, 2024

1. A fertilizer company from San Diego has provided the following data.

Last Year ($)

This Year ($)

Sales

23,000

34,000

Labor

10,000

16,000

Raw Material

8,000

10,000

Capital Equipment

2,000

4,000

(a) Compute the labor, raw material, and total productivity for each year. (5 points)

(b) Compute the overall labor, raw material, and total productivity for the two years. (5 points)

2. The inventory of a supermarket turns 46 times a year. The manager of the supermarket says that everything that the store receives from vendors is, on average, sold in two weeks. Are these statements consistent? Assume there are 52 weeks in a year. (5 points)

3. A truck rental company serves 30 rental requests per week on average.  Each truck on average is rented for 3 weeks. The rental fee is $1,000 per truck per week. How many trucks are on renton average?  What is the average weekly revenue? (5 points)

4. A hospital emergency room (ER) is currently organized so that all patients register through an initial check-in process. At his or her turn, each patient is seen by a doctor and then exits the process, either with a prescription or with admission to the hospital. Currently, 55 people per hour arrive at the ER, 10% of who are admitted to the  hospital. On average, 7  people are waiting to  be  registered and  34  are registered and waiting to see a doctor. The registration process takes, on average, 2 minutes per patient. Among patients who receive prescriptions, average time spent with a doctor is 5 minutes. Among those admitted to the hospital, average time is 30 minutes. On average, how long does a patient spend in the ER? On average, how many patients are being examined by doctors? On average, how many patients are there in the ER? Assume the process to be stable; that is, average inflow rate equals average outflow rate.

Please refer to the diagram next page.

(a) On average, how long does a patient spend in the ER? (5 points)

(b) On average, how many patients are being examined by doctors? (5 points)

(c) On average, how many patients are there in the ER? (5 points)

Note: In the last stage (seeing a doctor), there are two types of patients,i.e. two types of flows. When you consider the average time in the last stage, you should take the weighted average because these two types of patients have different measures.

5. Elaine owns a computer rental store.  The rental process can be depicted by the following process flow diagram.

Return rate R

Customer arrivals to the store with an average rate of R = 20 per week and each customer requests for one computer. The rental time is 3 weeks on average. The rental fee is $300 per week. At the end of the rental  period, the customer returns his/her rented  computer to the store. Elaine will inspect every returned computer. The inspection time is negligible. On average 10% of the returned computers need to be repaired by a technician (repair actually means re-configuration and minor repair). A computer that needs repair spends an average time of 1 week in the repair stage, including waiting and repair. After repair work is completed, the computer will be put into the stock for rental. Returned computers that don’t need repair will  be put immediately into the stock for rental. To ensure that there are always computers available to satisfy customer requests, Elaine has to keep an average of 10 computers in the stock for rental.

(a) What is the total number of computers that Elaine needs for her rental business? (5 points)

(b) With an average of 10 computers in the stock for rental, on average how much time does a computer spend in the stock for rental before it is rented by a customer? (5 points)

(c) Elaine estimates that the average rental time will become 2 weeks if she increases the rental fee to $500 per week. The customer arrival rate, the repair time and the percentage of returned computers that need repair will remain the same. Again, she needs to have an average of 10 computers in the stock for rental. Should she increase the rental fee? Justify your answer by considering the number of computers required and the expected revenue per week. (5 points)

6. Bandai has a production line which produces Doraemon toys. There are three steps: in the molding step, workers transfer plastic into the white figures; in the painting step, worker transfer the white figures into painted figures; in the packing step, workers transfer the painted figures into final boxed toys. Currently, the number of workers and the time needed for each step is listed as follows:

Step

Number of Workers

Time Needed (per Unit per Worker)

Molding

5

5 min

Painting

8

10 min

Packing

4

2 min

(a) Draw a flowchart to depict the toy production process. (5 points) (b) What is the bottleneck of the process? (5 points)

(c) Suppose the demand for toys is 60 units per hour. What is the flow rate of the process? What is the capacity utilization for each step? What is the implied utilization for each step? (5 points)

(d) Bandai plans to hire 17 new workers for the Doraemon production line. How should Bandai train and allocate these workers to different steps in order to maximize the capability of the production line? What if there are 34 new workers? (5 points)

7. Vernon, Andy, and Sean are getting ready for their last period in the exchange study in CBS. Following the final exams, they intend to throw a big party with many of their friends from back home. Presently, they have identified the following set of activities that need to be completed. They decide to not spend any work on preparing the party until all final exams are over. Moreover, they aim to spend a 3-day beach vacation as early as possible, but not before all party planning activities are completed.

On June 10, they will enter the final exam week, which will take 5 days. They then want to arrange for live music (which will take 5 days), evaluate a number of potential party sites (6 days), and prepare a guest list, which includes inviting their friends and receiving the RSVPs (7 days).  They want to visit their two most promising party sites, which they expect to take 4 days. However, this can only be done once they have completed the list of party sites. Once they have finished the guest list and received the RSVPs, they want to book hotel rooms for their friends and created a customized T-shirt with their names on it as well as the name of the guest. Hotel room reservation (3 days) and T-shirt creation (6 days) are independent from each other, but both of them require the guest list to be completed. Once they have picked the party site, they want to have a meeting onsite with an event planner, which they expect to take 4 days. And then, once all work is completed, they plan to takeoff to the beach.

(a) Draw a table to list all the activities, their immediate predecessors, and their durations. Draw the network based on the table. (5 points)

(b) What is the critical path? (5 points)

(c) For each activity, compute the slack time. (5 points)

8. The following table represents a project that should be scheduled using CPM:

Time (Days)

Activity

Immediate Predecessors

Optimistic

Most Likely

Pessimistic

A

-

1

3

5

B

-

1

2

3

C

A

1

2

3

D

A

2

3

4

E

B

3

4

11

F

C, D

3

4

5

G

D, E

1

4

6

H

F, G

2

4

5

(a) Draw the network. (5 points)

(b) What is the critical path? (5 points)

(c) What is the probability of completing this project within 16 days? (5 points)

9. Any suggestions/comments for the class so far? (Optional)

本指南详细阐述基于Python编程语言结合OpenCV计算机视觉库构建实时眼部状态分析系统的技术流程。该系统能够准确识别眼部区域,并对眨眼动作与持续闭眼状态进行判别。OpenCV作为功能强大的图像处理工具库,配合Python简洁的语法特性与丰富的第三方模块支持,为开发此类视觉应用提供了理想环境。 在环境配置阶段,除基础Python运行环境外,还需安装OpenCV核心模块与dlib机器学习库。dlib库内置的HOG(方向梯度直方图)特征检测算法在面部特征定位方面表现卓越。 技术实现包含以下关键环节: - 面部区域检测:采用预训练的Haar级联分类器或HOG特征检测器完成初始人脸定位,为后续眼部分析建立基础坐标系 - 眼部精确定位:基于已识别的人脸区域,运用dlib提供的面部特征点预测模型准确标定双眼位置坐标 - 眼睑轮廓分析:通过OpenCV的轮廓提取算法精确勾勒眼睑边缘形态,为状态判别提供几何特征依据 - 眨眼动作识别:通过连续帧序列分析眼睑开合度变化,建立动态阈值模型判断瞬时闭合动作 - 持续闭眼检测:设定更严格的状态持续时间与闭合程度双重标准,准确识别长时间闭眼行为 - 实时处理架构:构建视频流处理管线,通过帧捕获、特征分析、状态判断的循环流程实现实时监控 完整的技术文档应包含模块化代码实现、依赖库安装指引、参数调优指南及常见问题解决方案。示例代码需具备完整的错误处理机制与性能优化建议,涵盖图像预处理、光照补偿等实际应用中的关键技术点。 掌握该技术体系不仅有助于深入理解计算机视觉原理,更为疲劳驾驶预警、医疗监护等实际应用场景提供了可靠的技术基础。后续优化方向可包括多模态特征融合、深度学习模型集成等进阶研究领域。 资源来源于网络分享,仅用于学习交流使用,请勿用于商业,如有侵权请联系我删除!
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