PennDOT Planning Partners’ Conference 2009 focused on using decision making tools to help transportation planners make key decisions. The document discusses:
1) Decision Lens, a decision support software that helps structure complex decisions and quantify both tangible and intangible criteria through pairwise comparisons.
2) How Decision Lens can be applied to transportation planning decisions by identifying criteria, prioritizing criteria based on importance, evaluating projects against weighted criteria, and allocating resources.
3) A demonstration of how the software models a decision about interstate transportation projects.
Genome Wide SNP Analysis for Inferring the Population Structure and Genetic H...Hong ChangBum
Study of genome-wide SNPs, mitochondrial DNA and Y-chromosomal DNA variation can provide a valuable information about the population structure and peopling of human populations. To explain a genetic homogeneity of Koreans and population structure of Koreans and the East Asian populations, we analyzed 153 individuals from the Korea and 77 individuals from the East Asia at 46,559 common single-nucleotide polymorphic loci. The 137 CHB and 113 JPT individuals at 25,769 common SNPs from the International HapMap project were further analyzed to reveal the population structure of the East Asians. Principal Component analyses (PCA) and population differentiation ( ) are examined. In the PCA test, the Jeju individuals were slightly different from other Koreans but their values were not significant. This reflect the genetic homogeneity of Korea population. In general, all the individual samples studied here were clustered into subset of ethnic origin according to their geographical location except Mongolians. Whole genome sequencing of Koreans and other population genome by next generation sequencing technology will provide great opportunity to understand the population expansion and peopling of Korea better.
Genome Wide SNP Analysis for Inferring the Population Structure and Genetic H...Hong ChangBum
Study of genome-wide SNPs, mitochondrial DNA and Y-chromosomal DNA variation can provide a valuable information about the population structure and peopling of human populations. To explain a genetic homogeneity of Koreans and population structure of Koreans and the East Asian populations, we analyzed 153 individuals from the Korea and 77 individuals from the East Asia at 46,559 common single-nucleotide polymorphic loci. The 137 CHB and 113 JPT individuals at 25,769 common SNPs from the International HapMap project were further analyzed to reveal the population structure of the East Asians. Principal Component analyses (PCA) and population differentiation ( ) are examined. In the PCA test, the Jeju individuals were slightly different from other Koreans but their values were not significant. This reflect the genetic homogeneity of Korea population. In general, all the individual samples studied here were clustered into subset of ethnic origin according to their geographical location except Mongolians. Whole genome sequencing of Koreans and other population genome by next generation sequencing technology will provide great opportunity to understand the population expansion and peopling of Korea better.
This Webinar presentation includes pipe clamps, hold-down clamps, riser clamps and structural supports. Learn how the appropriate type of pipe support is chosen based on the different design conditions. Find out how Finite Element Analysis is used in the design process and view the custom pipe supports designed for extreme applications.
This tutorial gives an introduction to some key concepts that you will use in TransparentChoice. It also includes links to other tutorials showing you how to use specific parts of the software.
This Webinar presentation includes pipe clamps, hold-down clamps, riser clamps and structural supports. Learn how the appropriate type of pipe support is chosen based on the different design conditions. Find out how Finite Element Analysis is used in the design process and view the custom pipe supports designed for extreme applications.
This tutorial gives an introduction to some key concepts that you will use in TransparentChoice. It also includes links to other tutorials showing you how to use specific parts of the software.
SPLC 2018 Summit: Strategies for Implementing a Sustainable Procurement ProgramSPLCouncil
Slides from Johanna Kertesz, Sustainable Procurement Program Coordintor, Minnesota Pollution Control, & Sarah Church, Sustainability Project Manager, County of Alameda presented at the Sustainable Purchasing Leadership Council's 2018 Summit in Minneapolis, MN.
1. PennDOT Planning Partners’ Conference 2009:Structure and Quality to Key Decisions for Transportation Planners 20 October 2009 Jonathan Malpass, Sr. Account Manager, Decision Lens
2. Agenda Introduction to decision making and Decision Lens Comparing apples and oranges Applying Decision Lens to transportation Interstate model / Decision Lens demonstration 2
5. A technique for quickly collecting and synthesizing qualitative and quantitative information from multiple data sources and stakeholders for trade-off, prioritization and/or resource allocation decisions
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7. Decisions are based on judgments Making judgments is one of the most basic of innate human skills By breaking up problems and then comparing discrete elements, we are able to arrive at a decision Even babies can discern between a smile and a frown. They are applying their innate ability to judge.
13. Size: 1/3size Here we have decided that sweetness is 3 times more important than size sweetness vs
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15. “Cost” or “dollars” are similarly an agreed upon unit of value. They have no meaning outside of this agreed-upon value10 “Intangible” factors must be interpreted according to what they provide toward your goal. The power of pairwise comparisons is that it enables you to trade-off both Tangible and Intangible factors against each other
16. Derive overall “priorities” using pairwise comparisons of the criteria In decision making, we express judgments using a fundamental numerical scale (1 to 9) These represent our interpretation of dominance—one criterion may be twice as important (Moderate – 2) or five times as important (Strong – 5), all the way up to nine times as important (Extreme – 9). A “1” is Equal importance Comparing one factor to another gives its relative importance 11 To select a type of fruit, which is more important? Sweetness Tartness Texture Sweetness Texture Juiciness Juiciness Size Each criterion is compared to the others to assess their relative importancefor our decision
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19. Transportation problems have complexity Not just a technical problem, but a “socio-technical” problem with many subtle facets Many and diverse stakeholders Many, often competing, considerations Goals may not be sharply defined Transportation problems are multi-criteria How do we accommodate the growing number of users of our transportation system? Can we continue tomaintain and preserve such a vast transportation network? Costs continue to rise, but our budget continues to shrink. How do we increase our partnerships and integration with other transportation networks for the most efficiency and effectiveness? 15