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During peak traffic hours, congestion bottlenecks and inefficient vehicle flow plague urban transportation networks. Fixed timing sequences and predet...

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During peak traffic hours, congestion bottlenecks and inefficient vehicle flow plague urban transportation networks. Fixed timing sequences and predetermined signal patterns—the foundation of traditional traffic management systems—cannot adapt to real-time conditions, typically resulting in prolonged delays and increased fuel consumption. An adaptive traffic management system developed by researchers at the Massachusetts Institute of Technology offers dynamic response capabilities that address these limitations. The technology adjusts signal timing based on actual traffic density and can seamlessly redirect flow patterns when congestion is detected, suggesting that ______

Which choice most logically completes the text?

A

the system will be less susceptible to the inefficiencies that cause most conventional traffic management approaches to fail during peak usage.

B

the system's superior adaptability stems from its higher ratio of sensors to signal controllers compared to other traffic management systems.

C

the system will be more effective for managing traffic during predictable rush hours than during unexpected congestion events.

D

the system's overall performance exceeds that of other traffic solutions but its ability to handle sudden traffic surges is more limited.

Solution

Step 1: Decode and Map the Passage

Create Passage Analysis Table

Text from PassageAnalysis
'During peak traffic hours, congestion bottlenecks and inefficient vehicle flow plague urban transportation networks.'
  • What it says: Peak hrs lead to traffic jams and poor flow that create major problems.
  • What it does: Introduces the current traffic problem during busy times.
  • What it is: Context/Problem statement
'Fixed timing sequences and predetermined signal patterns—the foundation of traditional traffic management systems—cannot adapt to real-time conditions, typically resulting in prolonged delays and increased fuel consumption.'
  • What it says: Current systems use fixed timing, cannot adapt, which leads to delays and increased fuel use.
  • What it does: Explains why current traffic systems fail.
  • What it is: Problem explanation
'An adaptive traffic management system developed by researchers at the Massachusetts Institute of Technology offers dynamic response capabilities that address these limitations.'
  • What it says: MIT system is adaptive, dynamic, and fixes the problems.
  • What it does: Introduces a solution that contrasts with current systems.
  • What it is: Solution introduction
'The technology adjusts signal timing based on actual traffic density and can seamlessly redirect flow patterns when congestion is detected, suggesting that'
  • What it says: Tech adjusts signals based on real traffic and redirects flow when jams detected.
  • What it does: Provides specific details about how the MIT system works.
  • What it is: Solution details plus incomplete conclusion

Provide Passage Architecture & Core Elements

Main Point: An adaptive traffic management system that responds to real-time conditions offers a solution to the inefficiencies of traditional fixed-timing traffic systems.

Argument Flow: The passage establishes that current traffic systems fail during peak hours because they cannot adapt to changing conditions. It then presents MIT's adaptive system as a solution that can make real-time adjustments, leading to an implied conclusion about this system's advantages.

Step 2: Interpret the Question Precisely

This is a fill-in-the-blank question asking us to choose the best logical connector. The answer must create the right relationship between what comes before and after the blank.

Step 3: Prethink the Answer

  • The passage sets up a clear contrast: traditional systems are rigid and cause problems during peak traffic, while the MIT system is adaptive and can respond to real-time conditions
  • The logical conclusion should highlight how this adaptability makes the MIT system superior to traditional approaches, especially during the challenging peak traffic situations mentioned at the beginning
  • The right answer should connect the MIT system's real-time adaptive capabilities to avoiding the specific problems that plague traditional fixed-timing systems
Answer Choices Explained
A

the system will be less susceptible to the inefficiencies that cause most conventional traffic management approaches to fail during peak usage.

✓ Correct
  • Directly connects the adaptive system's capabilities to avoiding the inefficiencies that cause traditional systems to fail
  • 'Less susceptible to inefficiencies' perfectly matches the passage logic
  • 'During peak usage' ties back to the opening scenario where traditional systems struggle most
B

the system's superior adaptability stems from its higher ratio of sensors to signal controllers compared to other traffic management systems.

✗ Incorrect
  • Focuses on sensor ratios, which are not mentioned anywhere in the passage
  • The passage emphasizes the system's adaptive capabilities, not specific hardware configuration
C

the system will be more effective for managing traffic during predictable rush hours than during unexpected congestion events.

✗ Incorrect
  • Suggests the system works better for predictable than unexpected events
  • Contradicts the passage emphasis on 'real-time conditions' and detecting congestion as it happens
D

the system's overall performance exceeds that of other traffic solutions but its ability to handle sudden traffic surges is more limited.

✗ Incorrect
  • Claims the system has 'limited' ability to handle sudden surges
  • Directly contradicts the passage, which emphasizes the system can 'seamlessly redirect flow patterns when congestion is detected'
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