WEBINAR / EVENT

A Deep Dive into Advanced Analytics Model Review and Validation

Irv Lustig, Ph.D., optimization principal at Princeton Consultants, and Ugo Feunekes, co-founder and CTO of Remsoft, will examine how a proven QA methodology uncovered performance issues and improvements that had eluded in-house Remsoft experts for several years, reduced solution times on some problems from hours to minutes, and generated recommendations to increase the reliability and robustness of Remsoft’s software.

September 01 2022

WEBINAR / EVENT

A Deep Dive into Advanced Analytics Model Review and Validation

Irv Lustig, Ph.D., optimization principal at Princeton Consultants, and Ugo Feunekes, co-founder and CTO of Remsoft, will examine how a proven QA methodology uncovered performance issues and improvements that had eluded in-house Remsoft experts for several years, reduced solution times on some problems from hours to minutes, and generated recommendations to increase the reliability and robustness of Remsoft’s software.

September 01 2022

WEBINAR / EVENT

A Deep Dive into Advanced Analytics Model Review and Validation

Irv Lustig, Ph.D., optimization principal at Princeton Consultants, and Ugo Feunekes, co-founder and CTO of Remsoft, will examine how a proven QA methodology uncovered performance issues and improvements that had eluded in-house Remsoft experts for several years, reduced solution times on some problems from hours to minutes, and generated recommendations to increase the reliability and robustness of Remsoft’s software.

September 01 2022

Webinar Overview

Typical software Quality Assurance and testing methodologies cannot accommodate the special needs of optimization-based applications. As evidenced by the collaboration of Gurobi Premier Partner Princeton Consultants and Gurobi customer Remsoft, advanced analytics review and validation is based on expertise in modeling, mathematical optimization algorithms, numerical computing, solvers, and deployment of optimization systems. Irv Lustig, Ph.D., optimization principal at Princeton Consultants, and Ugo Feunekes, co-founder and CTO of Remsoft, will examine how a proven QA methodology uncovered performance issues and improvements that had eluded in-house Remsoft experts for several years, reduced solution times on some problems from hours to minutes, and generated recommendations to increase the reliability and robustness of Remsoft’s software. This 35-minute webinar recording includes:

  • Common problems caused by the lack of proper QA

  • Steps of successful optimization model review and validation

  • Vital questions for a model reviewer

  • Precision and accuracy issues in optimization models

  • How to leverage Gurobi technology and services

Presented Materials

You can download the materials associated with this webinar here.

Webinar Overview

Typical software Quality Assurance and testing methodologies cannot accommodate the special needs of optimization-based applications. As evidenced by the collaboration of Gurobi Premier Partner Princeton Consultants and Gurobi customer Remsoft, advanced analytics review and validation is based on expertise in modeling, mathematical optimization algorithms, numerical computing, solvers, and deployment of optimization systems. Irv Lustig, Ph.D., optimization principal at Princeton Consultants, and Ugo Feunekes, co-founder and CTO of Remsoft, will examine how a proven QA methodology uncovered performance issues and improvements that had eluded in-house Remsoft experts for several years, reduced solution times on some problems from hours to minutes, and generated recommendations to increase the reliability and robustness of Remsoft’s software. This 35-minute webinar recording includes:

  • Common problems caused by the lack of proper QA

  • Steps of successful optimization model review and validation

  • Vital questions for a model reviewer

  • Precision and accuracy issues in optimization models

  • How to leverage Gurobi technology and services

Presented Materials

You can download the materials associated with this webinar here.

Webinar Overview

Typical software Quality Assurance and testing methodologies cannot accommodate the special needs of optimization-based applications. As evidenced by the collaboration of Gurobi Premier Partner Princeton Consultants and Gurobi customer Remsoft, advanced analytics review and validation is based on expertise in modeling, mathematical optimization algorithms, numerical computing, solvers, and deployment of optimization systems. Irv Lustig, Ph.D., optimization principal at Princeton Consultants, and Ugo Feunekes, co-founder and CTO of Remsoft, will examine how a proven QA methodology uncovered performance issues and improvements that had eluded in-house Remsoft experts for several years, reduced solution times on some problems from hours to minutes, and generated recommendations to increase the reliability and robustness of Remsoft’s software. This 35-minute webinar recording includes:

  • Common problems caused by the lack of proper QA

  • Steps of successful optimization model review and validation

  • Vital questions for a model reviewer

  • Precision and accuracy issues in optimization models

  • How to leverage Gurobi technology and services

Presented Materials

You can download the materials associated with this webinar here.

Speakers

Meet Your Expert Speaker

Learn from the best in the industry, bringing years of experience and groundbreaking insights to the forefront of AI personalization.

  • Irv Lustig

    Optimization Principal

    Irv leads the development of custom optimization software. An internationally recognized leader in operations research and advanced analytics, Irv joined Princeton Consultants from IBM Research, where he cultivated state-of-the-art approaches for the next generation of optimization/business integration. Irv received Sc.B. and Sc.M. degrees in Applied Mathematics/Computer Science from Brown University and a Ph.D. in Operations Research from Stanford University, where he studied under George Dantzig, the father of linear programming. He has authored more than 30 articles and scientific papers and has received the Beale-Orchard-Hays prize for excellence in computational mathematical programming. Irv is a longtime active member of INFORMS and a Certified Analytics Professional.

  • Ugo Feunekes

    co-founder and CTO of Remsoft

    For over a quarter of a century, Remsoft has been working with clients around the globe to offer optimized planning and scheduling solutions for forestry and other land-based and infrastructure assets. We use our technology and expertise to improve the condition and productivity of the world’s land-based assets. We help organizations ensure business and environmental sustainability by assisting them in making decisions about how to acquire, manage, maintain and sell their assets.

Speakers

Meet Your Expert Speaker

Learn from the best in the industry, bringing years of experience and groundbreaking insights to the forefront of AI personalization.

  • Irv Lustig

    Optimization Principal

    Irv leads the development of custom optimization software. An internationally recognized leader in operations research and advanced analytics, Irv joined Princeton Consultants from IBM Research, where he cultivated state-of-the-art approaches for the next generation of optimization/business integration. Irv received Sc.B. and Sc.M. degrees in Applied Mathematics/Computer Science from Brown University and a Ph.D. in Operations Research from Stanford University, where he studied under George Dantzig, the father of linear programming. He has authored more than 30 articles and scientific papers and has received the Beale-Orchard-Hays prize for excellence in computational mathematical programming. Irv is a longtime active member of INFORMS and a Certified Analytics Professional.

  • Ugo Feunekes

    co-founder and CTO of Remsoft

    For over a quarter of a century, Remsoft has been working with clients around the globe to offer optimized planning and scheduling solutions for forestry and other land-based and infrastructure assets. We use our technology and expertise to improve the condition and productivity of the world’s land-based assets. We help organizations ensure business and environmental sustainability by assisting them in making decisions about how to acquire, manage, maintain and sell their assets.

Speakers

Meet Your Expert Speaker

Learn from the best in the industry, bringing years of experience and groundbreaking insights to the forefront of AI personalization.

  • Optimization Principal

    Irv Lustig

    Irv leads the development of custom optimization software. An internationally recognized leader in operations research and advanced analytics, Irv joined Princeton Consultants from IBM Research, where he cultivated state-of-the-art approaches for the next generation of optimization/business integration. Irv received Sc.B. and Sc.M. degrees in Applied Mathematics/Computer Science from Brown University and a Ph.D. in Operations Research from Stanford University, where he studied under George Dantzig, the father of linear programming. He has authored more than 30 articles and scientific papers and has received the Beale-Orchard-Hays prize for excellence in computational mathematical programming. Irv is a longtime active member of INFORMS and a Certified Analytics Professional.

  • co-founder and CTO of Remsoft

    Ugo Feunekes

    For over a quarter of a century, Remsoft has been working with clients around the globe to offer optimized planning and scheduling solutions for forestry and other land-based and infrastructure assets. We use our technology and expertise to improve the condition and productivity of the world’s land-based assets. We help organizations ensure business and environmental sustainability by assisting them in making decisions about how to acquire, manage, maintain and sell their assets.