OR/MS Today - VEHICLE ROUTING SOFTWARE SURVEY

OR/MS Today, February 2010

Vehicle Routing Software Survey

The information in the survey that follows was provided by the vendors in response to a questionnaire developed by Randolph W. Hall. The survey should not be considered as comprehensive, but rather as a representation of available vehicle routing packages. Questionnaires were sent to vendors drawn from previous survey participants, the OR/MS Today database and other sources. It includes the products of those vendors who responded by the deadline. If you know of a vehicle routing package that is not in this survey, please contact Patton McGinley at (770) 431-0867, ext. 214 or e-mail them to patton@lionhrtpub.com. They will be included in an online version.

Be sure to read the accompanying article.

UPDATES:
9/24/10 — added ORTEC Transport and Distribution from ORTEC

The survey is divided into 15 separate pages. Following is an index of the pages and the information they contain:

Page 1: Vendor
Year Introduced
Platforms Supported: Windows, Linux, Unix, Mac/Mac OS, Application as Service, Parallel Machines, Other (specify)

Page 2
Maximum size of problem solvable by the system: Number of Stops, Number of Vehicles, Number of Terminals

Page 3
Maximum size of problem solvable by the system (continued): Recommended Hardware, Processor Speed, Memory, Hard Disk Space

Page 4
Performance: Computation time to solve problem with 50 routes, 1,000 stops, two-hour hard-time windows (specify platform for calculations and any other assumptions); What types of algorithms are employed (open-ended)?; Are approximations used to reduce computation time?

Page 5
Routing Functions: Node Routing, Arc Routing, Real-time re-routing, Real-time Stop Scheduling, Daily Routing, Route Planning & Analysis, Incorporates Real-time Traffic Information, Collects Historical Travel Time Information

Page 6
Price Information: Single Site License (50 routes), Does license fee include map for one region?, What brand of map is provided?, Installation support cost ($/hour), Typical support hours needed for installation (50 routes)

Page 7
GIS Capabilities: Displays routes & stops on maps, Can edit routes with drag & drop, Geocodes stops from addresses

Page 8
Solution Algorithm: Does system accept Soft Time Windows?, If so, how are Soft Time Windows Specified?

Page 9
Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List; Year Introduced
Platforms Supported: Windows, Linux, Unix, Mac/Mac OS, Application as Service, Parallel Machines, Other (specify)

Page 2
Maximum size of problem solvable by the system: Number of Stops, Number of Vehicles, Number of Terminals

Page 3
Maximum size of problem solvable by the system (continued): Recommended Hardware, Processor Speed, Memory, Hard Disk Space

Page 4
Performance: Computation time to solve problem with 50 routes, 1,000 stops, two-hour hard-time windows (specify platform for calculations and any other assumptions); What types of algorithms are employed (open-ended)?; Are approximations used to reduce computation time?

Page 5
Routing Functions: Node Routing, Arc Routing, Real-time re-routing, Real-time Stop Scheduling, Daily Routing, Route Planning & Analysis, Incorporates Real-time Traffic Information, Collects Historical Travel Time Information

Page 6
Price Information: Single Site License (50 routes), Does license fee include map for one region?, What brand of map is provided?, Installation support cost ($/hour), Typical support hours needed for installation (50 routes)

Page 7
GIS Capabilities: Displays routes & stops on maps, Can edit routes with drag & drop, Geocodes stops from addresses

Page 8
Solution Algorithm: Does system accept Soft Time Windows?, If so, how are Soft Time Windows Specified?

Page 9
Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List; Platforms Supported: Windows, Linux, Unix, Mac/Mac OS, Application as Service, Parallel Machines, Other (specify)

Page 2
Maximum size of problem solvable by the system: Number of Stops, Number of Vehicles, Number of Terminals

Page 3
Maximum size of problem solvable by the system (continued): Recommended Hardware, Processor Speed, Memory, Hard Disk Space

Page 4
Performance: Computation time to solve problem with 50 routes, 1,000 stops, two-hour hard-time windows (specify platform for calculations and any other assumptions); What types of algorithms are employed (open-ended)?; Are approximations used to reduce computation time?

Page 5
Routing Functions: Node Routing, Arc Routing, Real-time re-routing, Real-time Stop Scheduling, Daily Routing, Route Planning & Analysis, Incorporates Real-time Traffic Information, Collects Historical Travel Time Information

Page 6
Price Information: Single Site License (50 routes), Does license fee include map for one region?, What brand of map is provided?, Installation support cost ($/hour), Typical support hours needed for installation (50 routes)

Page 7
GIS Capabilities: Displays routes & stops on maps, Can edit routes with drag & drop, Geocodes stops from addresses

Page 8
Solution Algorithm: Does system accept Soft Time Windows?, If so, how are Soft Time Windows Specified?

Page 9
Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 2: Maximum size of problem solvable by the system: Number of Stops, Number of Vehicles, Number of Terminals

Page 3
Maximum size of problem solvable by the system (continued): Recommended Hardware, Processor Speed, Memory, Hard Disk Space

Page 4
Performance: Computation time to solve problem with 50 routes, 1,000 stops, two-hour hard-time windows (specify platform for calculations and any other assumptions); What types of algorithms are employed (open-ended)?; Are approximations used to reduce computation time?

Page 5
Routing Functions: Node Routing, Arc Routing, Real-time re-routing, Real-time Stop Scheduling, Daily Routing, Route Planning & Analysis, Incorporates Real-time Traffic Information, Collects Historical Travel Time Information

Page 6
Price Information: Single Site License (50 routes), Does license fee include map for one region?, What brand of map is provided?, Installation support cost ($/hour), Typical support hours needed for installation (50 routes)

Page 7
GIS Capabilities: Displays routes & stops on maps, Can edit routes with drag & drop, Geocodes stops from addresses

Page 8
Solution Algorithm: Does system accept Soft Time Windows?, If so, how are Soft Time Windows Specified?

Page 9
Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 3: Maximum size of problem solvable by the system (continued): Recommended Hardware, Processor Speed, Memory, Hard Disk Space

Page 4
Performance: Computation time to solve problem with 50 routes, 1,000 stops, two-hour hard-time windows (specify platform for calculations and any other assumptions); What types of algorithms are employed (open-ended)?; Are approximations used to reduce computation time?

Page 5
Routing Functions: Node Routing, Arc Routing, Real-time re-routing, Real-time Stop Scheduling, Daily Routing, Route Planning & Analysis, Incorporates Real-time Traffic Information, Collects Historical Travel Time Information

Page 6
Price Information: Single Site License (50 routes), Does license fee include map for one region?, What brand of map is provided?, Installation support cost ($/hour), Typical support hours needed for installation (50 routes)

Page 7
GIS Capabilities: Displays routes & stops on maps, Can edit routes with drag & drop, Geocodes stops from addresses

Page 8
Solution Algorithm: Does system accept Soft Time Windows?, If so, how are Soft Time Windows Specified?

Page 9
Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 4: Performance: Computation time to solve problem with 50 routes, 1,000 stops, two-hour hard-time windows (specify platform for calculations and any other assumptions); What types of algorithms are employed (open-ended)?; Are approximations used to reduce computation time?

Page 5
Routing Functions: Node Routing, Arc Routing, Real-time re-routing, Real-time Stop Scheduling, Daily Routing, Route Planning & Analysis, Incorporates Real-time Traffic Information, Collects Historical Travel Time Information

Page 6
Price Information: Single Site License (50 routes), Does license fee include map for one region?, What brand of map is provided?, Installation support cost ($/hour), Typical support hours needed for installation (50 routes)

Page 7
GIS Capabilities: Displays routes & stops on maps, Can edit routes with drag & drop, Geocodes stops from addresses

Page 8
Solution Algorithm: Does system accept Soft Time Windows?, If so, how are Soft Time Windows Specified?

Page 9
Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 5: Routing Functions: Node Routing, Arc Routing, Real-time re-routing, Real-time Stop Scheduling, Daily Routing, Route Planning & Analysis, Incorporates Real-time Traffic Information, Collects Historical Travel Time Information

Page 6
Price Information: Single Site License (50 routes), Does license fee include map for one region?, What brand of map is provided?, Installation support cost ($/hour), Typical support hours needed for installation (50 routes)

Page 7
GIS Capabilities: Displays routes & stops on maps, Can edit routes with drag & drop, Geocodes stops from addresses

Page 8
Solution Algorithm: Does system accept Soft Time Windows?, If so, how are Soft Time Windows Specified?

Page 9
Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 6: Price Information: Single Site License (50 routes), Does license fee include map for one region?, What brand of map is provided?, Installation support cost ($/hour), Typical support hours needed for installation (50 routes)

Page 7
GIS Capabilities: Displays routes & stops on maps, Can edit routes with drag & drop, Geocodes stops from addresses

Page 8
Solution Algorithm: Does system accept Soft Time Windows?, If so, how are Soft Time Windows Specified?

Page 9
Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 7: GIS Capabilities: Displays routes & stops on maps, Can edit routes with drag & drop, Geocodes stops from addresses

Page 8
Solution Algorithm: Does system accept Soft Time Windows?, If so, how are Soft Time Windows Specified?

Page 9
Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 8: Solution Algorithm: Does system accept Soft Time Windows?, If so, how are Soft Time Windows Specified?

Page 9
Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 9: Product is available as part of a suite that provides: On-board electronic display, Wireless messaging to driver, Real-time vehicle tracking, Bar-code scanner, Supply chain management software (e.g. inventory mangement), Customer order processing, Computer aided dispatch for police, fire or emergency vehicles

Page 10
Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 10: Features: Assigns individual drivers, Turn-by-turn route instructions, Automatic forecasts of delivery, Load manifests, Loading plan for truckload, Weather forecast information displayed to dispatcher, ETA automatically sent to the customer if there is a delay

Page 11
Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 11: Types of fleets that currently use the product: Local pick-up and delivery, Long-haul less-than truckload, Long-haul truckload, Courier, Buses, Taxis, Service fleets, Emergency services (police, fire, etc.)

Page 12
Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 12: Other special features
Recent innovations in system

Page 13
Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 13: Has your routing software been integrated with either cell phone or PDA technology? Describe the application:
Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List; Have you developed other software innovations, such as use of social networking for information sharing? Describe:

Page 14
How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 14: How has economic downturn affected market
New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List; New features that address sustainability/green requirements

Page 15
Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 15: Number of companies using software
Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List; Most significant installations

Page 16
What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List
Page 16: What is the largest change in the industry over the last two years?
What do you expect to be the biggest change in the next two years?

Vendor List; What do you expect to be the biggest change in the next two years?

Vendor List
Vendor List

The survey appeared in the February 2010 issue of OR/MS Today. To order a copy of this issue, contact Customer Service at 770-431-0867, ext. 224 or send e-mail to: csr@lionhrtpub.com.

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