Monte Carlo simulation techniques applied to queuing theory prove extremely helpful for solving_________________?
Show answer Hide answer
Answer: A. that can’t be analysed mathematically
Explanation
Queuing theory models can become mathematically intractable when systems get extremely complex. Monte Carlo simulation applies random sampling to model such complex stochastic behaviors. Thus, it proves extremely helpful for solving queuing problems that cannot be analyzed mathematically. Monte Carlo methods use computational algorithms to generate thousands of random scenarios. Waiting line systems with multiple stages and variable service rates test analytical limits. Statistical averaging over simulated runs yields reliable approximations of system performance.
Service industries and call centers use simulations to optimize staffing and reduce customer wait times. Engineers simulate complex manufacturing queues to prevent excessive work-in-process bottlenecks. Computer modeling enables decision-making when analytical queue formulas fail to provide answers. Option B is too restrictive because simulation handles various complex systems beyond multistage lines. Option C describes verification rather than the primary purpose of solving unsolvable equations. Option E is wrong because Monte Carlo simulation successfully solves these complex problems.
- Subject
- Engineering
- Category
- Mechanical Engineering
- Topic
- —
- Difficulty
- medium
Related questions
Q1. Plant location and material handling layouts are typically analyzed using________________?
Show answer Hide answer
Answer: D. travel chart
A travel chart provides quantitative data on the movement of materials between different workstations in a plant. Plant layout designers analyze travel charts to minimize material handling distances and optimize floor sp...
Q2. Within inventory management frameworks, the economic order quantity represents the_________________?
Show answer Hide answer
Answer: A. optimum lot size
Economic Order Quantity determines the optimum order size that minimizes total inventory holding and ordering costs. The mathematical formula for EOQ balances the inverse relationship between rising carrying costs and fa...
Q3. Under perpetual inventory control systems, stock levels are physically audited when inventory drops to its________________?
Show answer Hide answer
Answer: A. minimum value
Under perpetual inventory systems physical stock counts are triggered when inventory drops to its minimum value. Reaching this minimum reorder point signals warehouse managers to initiate fresh purchase orders immediatel...
Q4. Industrial motion study is utilized for the purpose of________________?
Show answer Hide answer
Answer: E. reducing inventory costs
Motion study focuses on analyzing and improving work methods to increase efficiency rather than directly reducing inventory costs.
Q5. One time measurement unit (TMU) in a methods-time measurement system is equivalent to______________?
Show answer Hide answer
Answer: B. 0.0006 minute
One Time Measurement Unit is defined as zero point zero zero zero zero six hours, equaling zero point zero zero zero six minutes. Multiplying hours by sixty minutes per hour converts the standard TMU definition directly...
Q6. The job enrichment technique is implemented in industry to_________________?
Show answer Hide answer
Answer: D. all of the above
Job enrichment aims to combat monotony, reduce boredom, and improve motivation by adding more meaningful tasks to a role. Expanding employee responsibilities vertically enhances job satisfaction and alleviates repetitive...