It depends on the functionality and usability you want. Butgenerally Expert Choice, Decision Manager and MindDecider are inthe top.
What is the purpose of decision making software?
Decision-making software is used to help people like business managers make decisions. Decision-making software analyzes data and tells us what the result of an action would be. We can use this information to make a good decision. Some types of decision-making software even help us by making decisions after analyzing data. Decision Support Systems (DSSs) and Expert Systems (ESs) are two types of decision-making
Where can you find a solutions manual for MIS Cases Decision Making with Application Software fourth edition?
Where can you find a solutions manual for MIS Cases Decision Making with Application Software 4th edition?
Is CU is responsible for decision making IN COMPUTER?
CU is not responsible for decision making, It is only responsible for how fast the computation is performed. For decision making need logical operations and for that we've some software program which perform logical operations which does decision making.
What is the BEST FREE movie making software?
Windows movie maker is the best free movie making software.
What is the importance of data in decision making?
The importance of data in decision making is to make sure the decision you are making or about to make, is the correct one. If you have studies going on what will have a best outcome with each set decision, and there is data shown that the set solutions are not good solutions, then you have a decision to find a better solution. its to make sure you are making the best choice
What is the best video editing software for making a DIY music video?
The best video editing software for making a DIY music video is Sony Vegas Pro.
Which methods for decision making without probabilities best protect the decision maker?
What is the definition for ethical decision making?
Ethical Decision Making is the processes of choosing the best alternative for achieving the best results or outcomes compliance with individual and social values, moral, and regulations.
What is the best beat making software?
Give one example where the multicriteria decision analysis have been used in agriculture?
Multi-criteria decision analysis is a support tool that is used to analyze various things and help with decision making. The software is used for the analysis of the best land use for agriculture, the use of fertilizer, and the use of water.
Explain the concept of decision making?
Decision making involves narrowing down the options and choosing the best one. In order to make a good decision, each option needs to be thought through thoroughly, except in the case of an emergency where quick decision making is needed.
What is a decision making?
What is the best software for making professional music at home?
What software do you use to create websites?
throughout my experience Adobe dreamweaver is the best software for making website
Why is decision making relevant to planning?
When planning, there are different options that could be chosen. Decision making is relevant to planning because decisions as to the best options need to be made.
Determine factors affecting decision implementation in an organization?
what are the factors that affecting decision making what are the factors that affecting decision making what are the factors that affecting decision making what are the factors that affecting decision making what are the factors that affecting decision making
What is scientific decision-making?
What software uses databases of known facts and rules to simulate human experts reasoning and decision making?
What is the best software for making your own music?
I'm not sure about paying for a software but if you want to start off and have a small budget Audacity is the best one for the job.
What is decision making and communicating?
Decision making is the process by which a decision is made. Communicating, when it comes to decision making, is the way the information about that decision is distributed to ensure everyone is aware.
What is Decision Making Analysis?
Decision making analysis is a process wherein the decision making process is systematically followed to ensure that the right decision is taken. The steps that can be taken are- Identify the need for making a change Scrutinize that the change is in line with overall objectives of firm Check the resources available for implementing the change Formulate a framework to see the end result of the decision Evaluate alternatives Pick the best method Implement the… Read More
What is the best music making software?
Models of Decision-making?
decision making is the method which can help you make decision when are starting a business or try to do so.
Role of quantitative techniques in decision making?
Quantitative techniques in decision-making helps managers make decisions that are best for the organization. With numbers supporting decisions, managers can get the support of top management.
What do mean by decision making?
What do you mean by Intuitive decision making?
What is centralized decision making?
Centralized decision making is whereby a top manager retain most decision- making power to him/her self.
How quantitative techniques help in decision making?
Quantitative techniques in decision making help us analyze decision alternatives in a rational way that enables us to choose a solution that increases the likelihood of meeting defined success criteria. The best quantitative techniques help improve decision making skill while taking advantage of the knowledge and intuition of experts.
What is the best video editing software for making youtube poops?
What is a good first step when making a decision?
Advantages of a decision making unit?
What part of the brain is used in decision-making?
What are you doing when you make a decision at the margin?
In Economics, marginal decision making helps to analyze various factors. When you make a decision at the margin, you evaluate rationality in an attempt to come to the best choice.
Distinguish between decision making under certainty and decision making uncertaintyMantion certain models for solving decision problem under uncertainty?
when you know all information about alternatives and the best chosen one is certainty when you donot know all information is uncertainty
What is the best description of groupthink?
a decision-making style that is characterized by excessive efforts to reach agreement
What is the best software for movie making?
I would recommend a software called 'Adobe premier Pro CS4' or 'Adobe After Effects Pro CS4'.
What is the best downloadable movie making software?
Some of the more popular downloadable movie making software are named VirtualDub, Wax, Blender, MovieStorm, Movica, and DVD Knife. One will need to research to software in order to find out if there is a cost involved.
What do you mean by decision making ability?
decision making ability means who can do decision right in right time.main theme of decision is don't be late.
Difference betweenoperation decision making and strategy decision making?
What phobia is the fear of making a decision?
The fear of making a decision is called decidophobia.
What influences government decision making?
The citizens of a the country can influence decision making
Why are decision support systems suited for executive decision-making?
Patience is a virtue. Decision support systems suited for executive decision-making as they are designed to analyze all aspects of data provided. This will help in making key managerial decisions.
What is structural decision making?
Structural decision making or SDM is an organized approach to identifying and evaluating creative options and making choices in complex decision situations.
Is rational decision making different from decision making?
Decisions can be made either rationally or irrationally. If you just call it decision making, that includes both kinds.
What type of software is best for making certificates invitations and greeting cards?
What type of software you is best for making certifcates inventations and greeting cards?
How dss can be used for simulaton?
DSS or Decision Support System can be used for simulation in a variety of ways. When a DSS is designed properly, it becomes an interactive software based system that encourages simulation by offering decision making activities.
Classical model of decision making?
Classical models of decision making involve highlighting rational awareness and a clear vision on the outcome of the decision. Classical models of decision making are not usually complex and are typically the safest course in making decisions.
Is a decision support system a hardware or a software?
If its a decision to turn on, turn a fan, boot, that's hardware mixed with a little bt of software, A discision support program? Software.
Confidence in decision making?
yes, because you need to state your opinion on the decision you are making and let people know that that decision you are making is for the best and it is for you. if you answerthe ? with how you really feel your confidence level goes way up because you spoke your mind in your decision you made.if you let people make you decisions for you who is to say your going to let some… Read More
Earth and building taxes are part of the local original income. The local government needs substantial funds in the procurement of its own local budgets and it is hoped that local governments will no longer rely on the central government.. more
Earth and building taxes are part of the local original income. The local government needs substantial funds in the procurement of its own local budgets and it is hoped that local governments will no longer rely on the central government. The purpose of this research is to increase local original income and reduce the dependence of local governments on assistance from the central government. The problem is how to choose the earth building tax amnesty for people who have a taxable value of less than one billion rupiah on the other hand however the earth building tax can increase local original income from earth building tax payers with the sale value of taxable objects of more than one billion rupiah. This problem can be overcome by using the multi-criteria decision making and the analytical hierarchy process method using expert choice software. This method is chosen because it is able to choose the best alternative from several alternatives to solve the earth building tax amnesty selection problem. The research conclusion is to choose the option of amnesty as much as 66.9% and 33.3% choosing enforces tax with the inconsistency ratio value of 0.02.
- by Faisal Piliang
- •
- by Iing Pamungkas
- •
- 5
- by saliha türkmenoğlu
- •
- 2
El objetivo de este trabajo es analizar como la adecuada y oportuna toma de decisiones influye en la relación entre competitividad territorial y gestión ambiental. En el documento se hace una breve introducción y se describe como la.. more
El objetivo de este trabajo es analizar como la adecuada y oportuna toma de decisiones influye en la relación entre competitividad territorial y gestión ambiental. En el documento se hace una breve introducción y se describe como la creación de ventajas competitivas tiene un carácter local en la gestión de los Gobiernos Autónomos Descentralizado. Después, se presenta una reflexión sobre los conceptos de gestión ambiental en relación a los factores macroeconómicos. A continuación, se define el procedimiento específico para implementar el control de la gestión ambiental y se hace una lista de aquellos resultados del consenso entre actores internos y externos del municipio que se han influenciado en lo político, lo económico, lo estratégico y en la inteligencia colectiva sobre todo en el ámbito público. Finalmente, se presentan las direcciones estratégicas que permitirá enfocar la gestión hacia los resultados reales obtenidos en el ámbito de la calidad y responsabilidad de las instituciones participantes.
- by ESTUARDO CEVALLOS
- •
The voting process conducted service today is still done manually so that it becomes a decision to utilize the electronic voting (e-voting) processing services. E-voting greatly reduce human control and direct their influence on this.. more
The voting process conducted service today is still done manually so that it becomes a decision to utilize the electronic voting (e-voting) processing services. E-voting greatly reduce human control and direct their influence on this process. Provide an opportunity to resolve some of the problems that have long election but also provide a series of new concerns. Problems faced by end users in the selection is there are so many choices of software processing electronic voting services based on Information Communication Technology (ICT).
Decision-making, essentially a form of election of the various alternatives of action or multi-criteria decision making (MCDM) that can be selected. In this research, decision support system (DSS) is used to select the type of service software processing electronic voting. The method used is the Multi-Criteria Decision Making (MCDM) and Analytical Hierarchy Process (AHP) using 'Expert Choice 2000TM' software computer. And aims to make decisions that can help make certain parties to take the best decision in choosing the type of software processing services electronic voting. From the data processing is concluded that the first sequence is Online voting, ExpressVote second, Simply voting third, and Ballot Online fourth.
Decision-making, essentially a form of election of the various alternatives of action or multi-criteria decision making (MCDM) that can be selected. In this research, decision support system (DSS) is used to select the type of service software processing electronic voting. The method used is the Multi-Criteria Decision Making (MCDM) and Analytical Hierarchy Process (AHP) using 'Expert Choice 2000TM' software computer. And aims to make decisions that can help make certain parties to take the best decision in choosing the type of software processing services electronic voting. From the data processing is concluded that the first sequence is Online voting, ExpressVote second, Simply voting third, and Ballot Online fourth.
- by Faisal Piliang
- •
- by Ramin Naghdi
- •
- by Alessia Cerqua
- •
- 10
- by gamze ozkan
- •
There was a transition from the manually voting process is done into a decision to utilize the processing electronic voting services. In this research, decision support system is used to assist in the effort choosing the type of.. more
There was a transition from the manually voting process is done into a decision to utilize the processing electronic voting services. In this research, decision support system is used to assist in the effort choosing the type of electronic voting software processing services of several types of software services that exist at this time to be selected or used by end users. The method is using the Multi-Criteria Decision Making (MCDM) and Analytical Hierarchy Process (AHP). This method was chosen because it is able to choose the supreme alternative out of several alternatives to solve the problems of software selection processing services electronic voting based on specified criteria. From the data processing can be concluded that the first sequence is Online-Voting; the second is Express-Vote; third is Simply-Voting; and the fourth is Online-Ballot.
- by Faisal Piliang
- •
Many computer companies are vying with each other in producing and marketing their products in a diverse range of specifications including in the form of Desktops, Laptops and Tablets on the market, could make potential buyers become.. more
Many computer companies are vying with each other in producing and marketing their products in a diverse range of specifications including in the form of Desktops, Laptops and Tablets on the market, could make potential buyers become confused in determining the choice. In connection with the above, then I designed a decision support system for the selection of the computer so that the user can specify his choice exactly liking and budget. The method used to support the selection of a computer decision support system is to use the method Hierarchy Analytical Process (AHP). This method was chosen because it is able
to choose the best alternative from a number of alternatives, in this case the alternative in question is the selection of the best computer based on the criteria and sub-criteria specified. Results of this research process of implementing an alternative method of AHP to sort the greatest value to the smallest value which is Desktop, Tablet and Laptop.
to choose the best alternative from a number of alternatives, in this case the alternative in question is the selection of the best computer based on the criteria and sub-criteria specified. Results of this research process of implementing an alternative method of AHP to sort the greatest value to the smallest value which is Desktop, Tablet and Laptop.
- by Faisal Piliang
- 0 comments
- 2 participants
ABSTRAK Sistem Pendukung Keputusan (SPK) adalah sebuah sistem yang dapat membantu seseorang dalam mengambil keputusan secara akurat dan sesuai dengan sasaran yang diinginkan. Banyak permasalahan yang dapat diselesaikan dengan menggunakan.. more
ABSTRAK Sistem Pendukung Keputusan (SPK) adalah sebuah sistem yang dapat membantu seseorang dalam mengambil keputusan secara akurat dan sesuai dengan sasaran yang diinginkan. Banyak permasalahan yang dapat diselesaikan dengan menggunakan sistem pendukung keputusan (SPK), salah satunya adalah untuk menyelesaikan permasalahan penentuan pemilihan perangkat lunak pengolah citra yang dilakukan dalam penelitian ini. Metodelogi yang digunakan untuk proses sistem pendukung keputusan (SPK) dalam pemilihan perangkat lunak pengolah citra pada penelitian ini adalah dengan menggunakan metodelogi Analitical Hierarcy Process (AHP). Metode ini dipilih karena mampu memilih alternatif terbaik dari sejumlah alternatif, dalam hal ini alternatif yang dimaksud adalah efektifitas penerapan metodelogi Analitical Hierarcy Process (AHP) dalam pemilihan perangkat lunak pengolah citra terbaik berdasarkan kriteria dan sub-kriteria yang ditentukan. Hasil dari proses pengimplementasian metode AHP dapat mengurutkan alternatif dari nilai yang terbesar ke nilai yang terkecil. Kata kunci: Pemilihan perangkat lunak pengolah citra, SPK, AHP, Expert Choice. PENDAHULUAN Persoalan pengambilan keputusan, pada dasarnya merupakan bentuk pemilihan dari berbagai alternatif tindakan yang mungkin bisa dipilih. Sebelum menentukan alternatif, diperlukan>•
In this study, a fire-fighting scenario in an office environment wherein three different nonholonomic differential-drive mobile robots are used is considered as a case study. The 2D configuration space of the office environment is divided.. more
In this study, a fire-fighting scenario in an office environment wherein three different nonholonomic differential-drive mobile robots are used is considered as a case study. The 2D configuration space of the office environment is divided into grid cells by using the method of “Occupancy Grid Map” such that each grid cell is associated with each interrelated node. Each robot constructs a reachability three by using these nodes and Breadth-First Search (BFS) algorithm. The back-tracking algorithm is used to obtain the finite solution set of paths from the motion planning. The set of alternatives is constructed by randomly selecting routes from the finite solution set of paths. Each robot determines its own best route by applying Multi-Criteria Decision Making (MCDM) methods such that “Elimination et Choix Traduisant la Realite (ELECTRE I)” and “Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS)”. Criteria for the path selection is weighted by applying the method of “Analytic Hierarchy Process (AHP)”. Then, each robot except the leader robot sends its best path-info to the leader so that the leader robot determines the most suitable robot that conforms to the fire-fighting task by using AHP. To analyze the effect of criteria’s weights on the alternatives and perform sensitivity-graphs, Expert Choice 11 software is used. The robot determined by the leader executes the task by tracking its own best path.
Keywords: Mobile robots, motion planning, Occupancy Grid Map, Breadth-First Search, node, back-tracking, leader, Multi-Criteria Decision Making, ELECTRE I, TOPSIS, AHP, Expert Choice, sensitivity-graphs.
Keywords: Mobile robots, motion planning, Occupancy Grid Map, Breadth-First Search, node, back-tracking, leader, Multi-Criteria Decision Making, ELECTRE I, TOPSIS, AHP, Expert Choice, sensitivity-graphs.
- by Alpaslan YUFKA
- •
- by afriyani risti
- •
- 3
- by afriyani risti
- •
- 3
Expert Choice Computer Program For Decision-making Theory
- by Sinan Berkdemir
- •
- 9
- by Wong Tulus
- •
- 6
Earth and building taxes are part of the local original income. The local government needs substantial funds in the procurement of its own local budgets and it is hoped that local governments will no longer rely on the central government.. more
Earth and building taxes are part of the local original income. The local government needs substantial funds in the procurement of its own local budgets and it is hoped that local governments will no longer rely on the central government. The purpose of this research is to increase local original income and reduce the dependence of local governments on assistance from the central government. The problem is how to choose the earth building tax amnesty for people who have a taxable value of less than one billion rupiah on the other hand however the earth building tax can increase local original income from earth building tax payers with the sale value of taxable objects of more than one billion rupiah. This problem can be overcome by using the multi-criteria decision making and the analytical hierarchy process method using expert choice software. This method is chosen because it is able to choose the best alternative from several alternatives to solve the earth building tax amnesty selection problem. The research conclusion is to choose the option of amnesty as much as 66.9% and 33.3% choosing enforces tax with the inconsistency ratio value of 0.02.
- by Faisal Piliang
- •
- by Iing Pamungkas
- •
- 5
- by saliha türkmenoğlu
- •
- 2
El objetivo de este trabajo es analizar como la adecuada y oportuna toma de decisiones influye en la relación entre competitividad territorial y gestión ambiental. En el documento se hace una breve introducción y se describe como la.. more
El objetivo de este trabajo es analizar como la adecuada y oportuna toma de decisiones influye en la relación entre competitividad territorial y gestión ambiental. En el documento se hace una breve introducción y se describe como la creación de ventajas competitivas tiene un carácter local en la gestión de los Gobiernos Autónomos Descentralizado. Después, se presenta una reflexión sobre los conceptos de gestión ambiental en relación a los factores macroeconómicos. A continuación, se define el procedimiento específico para implementar el control de la gestión ambiental y se hace una lista de aquellos resultados del consenso entre actores internos y externos del municipio que se han influenciado en lo político, lo económico, lo estratégico y en la inteligencia colectiva sobre todo en el ámbito público. Finalmente, se presentan las direcciones estratégicas que permitirá enfocar la gestión hacia los resultados reales obtenidos en el ámbito de la calidad y responsabilidad de las instituciones participantes.
- by ESTUARDO CEVALLOS
- •
The voting process conducted service today is still done manually so that it becomes a decision to utilize the electronic voting (e-voting) processing services. E-voting greatly reduce human control and direct their influence on this.. more
The voting process conducted service today is still done manually so that it becomes a decision to utilize the electronic voting (e-voting) processing services. E-voting greatly reduce human control and direct their influence on this process. Provide an opportunity to resolve some of the problems that have long election but also provide a series of new concerns. Problems faced by end users in the selection is there are so many choices of software processing electronic voting services based on Information Communication Technology (ICT).
Decision-making, essentially a form of election of the various alternatives of action or multi-criteria decision making (MCDM) that can be selected. In this research, decision support system (DSS) is used to select the type of service software processing electronic voting. The method used is the Multi-Criteria Decision Making (MCDM) and Analytical Hierarchy Process (AHP) using 'Expert Choice 2000TM' software computer. And aims to make decisions that can help make certain parties to take the best decision in choosing the type of software processing services electronic voting. From the data processing is concluded that the first sequence is Online voting, ExpressVote second, Simply voting third, and Ballot Online fourth.
Decision-making, essentially a form of election of the various alternatives of action or multi-criteria decision making (MCDM) that can be selected. In this research, decision support system (DSS) is used to select the type of service software processing electronic voting. The method used is the Multi-Criteria Decision Making (MCDM) and Analytical Hierarchy Process (AHP) using 'Expert Choice 2000TM' software computer. And aims to make decisions that can help make certain parties to take the best decision in choosing the type of software processing services electronic voting. From the data processing is concluded that the first sequence is Online voting, ExpressVote second, Simply voting third, and Ballot Online fourth.
- by Faisal Piliang
- •
- by Ramin Naghdi
- •
- by Alessia Cerqua
- •
- 10
- by gamze ozkan
- •
There was a transition from the manually voting process is done into a decision to utilize the processing electronic voting services. In this research, decision support system is used to assist in the effort choosing the type of.. more
There was a transition from the manually voting process is done into a decision to utilize the processing electronic voting services. In this research, decision support system is used to assist in the effort choosing the type of electronic voting software processing services of several types of software services that exist at this time to be selected or used by end users. The method is using the Multi-Criteria Decision Making (MCDM) and Analytical Hierarchy Process (AHP). This method was chosen because it is able to choose the supreme alternative out of several alternatives to solve the problems of software selection processing services electronic voting based on specified criteria. From the data processing can be concluded that the first sequence is Online-Voting; the second is Express-Vote; third is Simply-Voting; and the fourth is Online-Ballot.
- by Faisal Piliang
- •
Many computer companies are vying with each other in producing and marketing their products in a diverse range of specifications including in the form of Desktops, Laptops and Tablets on the market, could make potential buyers become.. more
Many computer companies are vying with each other in producing and marketing their products in a diverse range of specifications including in the form of Desktops, Laptops and Tablets on the market, could make potential buyers become confused in determining the choice. In connection with the above, then I designed a decision support system for the selection of the computer so that the user can specify his choice exactly liking and budget. The method used to support the selection of a computer decision support system is to use the method Hierarchy Analytical Process (AHP). This method was chosen because it is able
to choose the best alternative from a number of alternatives, in this case the alternative in question is the selection of the best computer based on the criteria and sub-criteria specified. Results of this research process of implementing an alternative method of AHP to sort the greatest value to the smallest value which is Desktop, Tablet and Laptop.
to choose the best alternative from a number of alternatives, in this case the alternative in question is the selection of the best computer based on the criteria and sub-criteria specified. Results of this research process of implementing an alternative method of AHP to sort the greatest value to the smallest value which is Desktop, Tablet and Laptop.
- by Faisal Piliang
- 0 comments
- 2 participants
ABSTRAK Sistem Pendukung Keputusan (SPK) adalah sebuah sistem yang dapat membantu seseorang dalam mengambil keputusan secara akurat dan sesuai dengan sasaran yang diinginkan. Banyak permasalahan yang dapat diselesaikan dengan menggunakan.. more
Decision Making For Teens
ABSTRAK Sistem Pendukung Keputusan (SPK) adalah sebuah sistem yang dapat membantu seseorang dalam mengambil keputusan secara akurat dan sesuai dengan sasaran yang diinginkan. Banyak permasalahan yang dapat diselesaikan dengan menggunakan sistem pendukung keputusan (SPK), salah satunya adalah untuk menyelesaikan permasalahan penentuan pemilihan perangkat lunak pengolah citra yang dilakukan dalam penelitian ini. Metodelogi yang digunakan untuk proses sistem pendukung keputusan (SPK) dalam pemilihan perangkat lunak pengolah citra pada penelitian ini adalah dengan menggunakan metodelogi Analitical Hierarcy Process (AHP). Metode ini dipilih karena mampu memilih alternatif terbaik dari sejumlah alternatif, dalam hal ini alternatif yang dimaksud adalah efektifitas penerapan metodelogi Analitical Hierarcy Process (AHP) dalam pemilihan perangkat lunak pengolah citra terbaik berdasarkan kriteria dan sub-kriteria yang ditentukan. Hasil dari proses pengimplementasian metode AHP dapat mengurutkan alternatif dari nilai yang terbesar ke nilai yang terkecil. Kata kunci: Pemilihan perangkat lunak pengolah citra, SPK, AHP, Expert Choice. PENDAHULUAN Persoalan pengambilan keputusan, pada dasarnya merupakan bentuk pemilihan dari berbagai alternatif tindakan yang mungkin bisa dipilih. Sebelum menentukan alternatif, diperlukan>•
In this study, a fire-fighting scenario in an office environment wherein three different nonholonomic differential-drive mobile robots are used is considered as a case study. The 2D configuration space of the office environment is divided.. more
In this study, a fire-fighting scenario in an office environment wherein three different nonholonomic differential-drive mobile robots are used is considered as a case study. The 2D configuration space of the office environment is divided into grid cells by using the method of “Occupancy Grid Map” such that each grid cell is associated with each interrelated node. Each robot constructs a reachability three by using these nodes and Breadth-First Search (BFS) algorithm. The back-tracking algorithm is used to obtain the finite solution set of paths from the motion planning. The set of alternatives is constructed by randomly selecting routes from the finite solution set of paths. Each robot determines its own best route by applying Multi-Criteria Decision Making (MCDM) methods such that “Elimination et Choix Traduisant la Realite (ELECTRE I)” and “Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS)”. Criteria for the path selection is weighted by applying the method of “Analytic Hierarchy Process (AHP)”. Then, each robot except the leader robot sends its best path-info to the leader so that the leader robot determines the most suitable robot that conforms to the fire-fighting task by using AHP. To analyze the effect of criteria’s weights on the alternatives and perform sensitivity-graphs, Expert Choice 11 software is used. The robot determined by the leader executes the task by tracking its own best path.
Keywords: Mobile robots, motion planning, Occupancy Grid Map, Breadth-First Search, node, back-tracking, leader, Multi-Criteria Decision Making, ELECTRE I, TOPSIS, AHP, Expert Choice, sensitivity-graphs.
Keywords: Mobile robots, motion planning, Occupancy Grid Map, Breadth-First Search, node, back-tracking, leader, Multi-Criteria Decision Making, ELECTRE I, TOPSIS, AHP, Expert Choice, sensitivity-graphs.
- by Alpaslan YUFKA
- •
- by afriyani risti
- •
- 3
- by afriyani risti
- •
- 3
- by Sinan Berkdemir
- •
- 9
- by Wong Tulus
- •
- 6
Decision-making software (DM software) is software for computer applications that help individuals and organisations make choices and take decisions, typically by ranking, prioritizing or choosing from a number of options.
An early example of DM software was described in 1973.[1][2] Before the advent of the World Wide Web, most DM software was spreadsheet-based,[2] with the first web-based DM software appearing in the mid-1990s.[3] Nowadays, many DM software products (mostly web-based) are available[4][5][6][7] – e.g. see the comparison table below.
Most DM software focuses on ranking, prioritizing or choosing from among alternatives characterized on multiple criteria or attributes.[4] Thus most DM software is based on decision analysis, usually multi-criteria decision-making, and so is often referred to as 'decision analysis'[5][6] or 'multi-criteria decision-making'[4] software – commonly shortened to 'decision-making software'. Some decision support systems include a DM software component.
- 2Methods and features
Purpose[edit]
DM software can assist decision-makers 'at various stages of the decision-making process, including problem exploration and formulation, identification of decision alternatives and solution constraints, structuring of preferences, and tradeoff judgements.'[4]
The purpose of DM software is to support the analysis involved at these various stages of the decision-making process, not to replace it. DM software 'should be used to support the process, not as the driving or dominating force.'[8]
DM software frees users 'from the technical implementation details [of the decision-making method employed], allowing them to focus on the fundamental value judgements'.[8] Nonetheless, DM software should not be employed blindly. 'Before using a software, it is necessary to have a sound knowledge of the adopted methodology and of the decision problem at hand.'[9]
Methods and features[edit]
Decision-making methods[edit]
As mentioned earlier, most DM software is based on multi-criteria decision making (MCDM). MCDM involves evaluating and combining alternatives' characteristics on two or more criteria or attributes in order to rank, prioritize or choose from among the alternatives.[10]
DM software employs a variety of MCDM methods;[8] popular examples include:
- Aggregated Indices Randomization Method (AIRM)
- Analytic Hierarchy Process (AHP)
- Analytic network process (ANP, an extension of AHP)
- Elimination and Choice Expressing Reality (ELECTRE)
- Multi-attribute global inference of quality (MAGIQ)
- Potentially All Pairwise RanKings of all possible Alternatives (PAPRIKA)
- Preference Ranking Organization Method for Enrichment Evaluation (PROMETHEE)
- Evidential reasoning approach for MCDM under hybrid uncertainty
There are significant differences between these methods[8][10] and, accordingly, the DM software implementing them. Such differences include:
- The extent to which the decision problem is broken into a hierarchy of sub-problems;
- Whether or not pairwise comparisons of alternatives and/or criteria are used to elicit decision-makers' preferences;
- The use of interval scale or ratio scale measurements of decision-makers' preferences;
- The number of criteria included;
- The number of alternatives evaluated, ranging from a few (finite) to infinite;
- The extent to which numerical scores are used to value and/or rank alternatives;
- The extent to which incomplete rankings (relative to complete rankings) of alternatives are produced;
- The extent to which uncertainty is modeled and analyzed.
Software features[edit]
In the process of helping decision-makers to rank, prioritize or choose from among alternatives, DM software products often include a variety of features and tools;[3][4] common examples include:
- Group evaluation (teamwork)
- Web-based implementation
Comparison of decision-making software[edit]
DM software includes the following notable examples.
Software | Supported MCDA Methods | Pairwise Comparison | Sensitivity Analysis | Group Evaluation | Web-based | |
---|---|---|---|---|---|---|
1000minds | PAPRIKA | Yes | Yes | Yes | Yes | [4][5][6] |
Ahoona | WSM, Utility | No | No | Yes | Yes | [11] |
Altova MetaTeam | WSM | No | No | Yes | Yes | [citation needed] |
Analytica | No | Yes | No | Yes | [4][5] | |
Criterium DecisionPlus | AHP, SMART | Yes | Yes | No | No | [4] |
D-Sight | PROMETHEE, UTILITY | Yes | Yes | Yes | Yes | [4][5] |
DecideIT | MAUT | Yes | Yes | Yes | Yes | [4][5] |
Decision Lens | AHP, ANP | Yes | Yes | Yes | Yes | [citation needed] |
Expert Choice | AHP | Yes | Yes | Yes | Yes | [4][5] |
Hiview3 | No | Yes | Yes | No | [4][5] | |
Intelligent Decision System | Evidential Reasoning Approach, Bayesian Inference, Dempster–Shafer theory, Utility | Yes | Yes | Yes | Available on request | [5] |
Logical Decisions | AHP | Yes | Yes | Yes | No | [4][5][6] |
M-MACBETH | MACBETH | Yes | Yes | Yes | No | [4] |
PriEsT | AHP | Yes | Yes | No | No | [12] |
Super Decisions | AHP, Analytic Network Process | Yes | Yes | No | Yes | [13] |
See also[edit]
References[edit]
- ^Dyer, JS (1973), 'A time-sharing computer program for the solution of the multiple criteria problem', Management Science, 19: 1379-83.
- ^ abWallenius, J, Dyer, JS, Fishburn, PC, Steuer, RE, Zionts, S and Deb, K (1992), 'Multiple criteria decision making, multiattribute utility theory: The next ten years', Management Science, 38: 645-54.
- ^ abKoksalan, M, Wallenius, J, and Zionts, S, Multiple Criteria Decision Making: From Early History to the 21st Century, World Scientific Publishing: Singapore, 2011.
- ^ abcdefghijklmnWeistroffer, HR, and Li, Y, 'Multiple criteria decision analysis software', Ch 29 in: Greco, S, Ehrgott, M and Figueira, J, eds, Multiple Criteria Decision Analysis: State of the Art Surveys Series, Springer: New York, 2016.
- ^ abcdefghijOleson, S (2016), 'Decision analysis software survey', OR/MS Today 43(5).
- ^ abcdAmoyal, J (2018), 'Decision analysis software survey', OR/MS Today 45(5).
- ^Ishizaka, A.; Nemery, P. (2013). Multi-Criteria Decision Analysis. doi:10.1002/9781118644898. ISBN9781118644898.
- ^ abcdBelton, V, and Stewart, TJ, Multiple Criteria Decision Analysis: An Integrated Approach, Kluwer: Boston, 2002.
- ^Figueira, J, Greco, S and Ehrgott, M, 'Introduction', Ch 1 in: Figueira, J, Greco, S and Ehrgott, M, eds, Multiple Criteria Decision Analysis: State of the Art Surveys Series, Springer: New York, 2005.
- ^ abWallenius, J, Dyer, JS, Fishburn, PC, Steuer, RE, Zionts, S and Deb, K (2008), 'Multiple criteria decision making, multiattribute utility theory: Recent accomplishments and what lies ahead', Management Science 54: 1336-49.
- ^http://create.usc.edu/sites/default/files/publications//dmsocialnetworkswithcover.pdf
- ^Siraj, S., Mikhailov, L. and Keane, J. A. (2013), 'PriEsT: an interactive decision support tool to estimate priorities from pairwise comparison judgments'. International Transactions in Operational Research. doi: 10.1111/itor.12054
- ^'www.creativedecisions.org'
Retrieved from 'https://en.wikipedia.org/w/index.php?title=Decision-making_software&oldid=901112453'
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