Articles about "Decision Making"
Table of Contents
Decision making is the process of choosing between different options or actions. It is something we do every day, whether we are deciding what to eat, which route to take to work, or how to spend our time.
# Steps in Decision Making
Identify the Decision: Recognize that a choice needs to be made.
Gather Information: Collect relevant information about the options available.
Consider the Options: Weigh the advantages and disadvantages of each choice.
Make a Choice: Select the option that seems best based on the information gathered.
Take Action: Implement the decision.
Review the Decision: After some time, reflect on the choice made and its outcomes.
# Factors Influencing Decisions
Various factors can impact decision making:
Information: The amount and quality of information available can guide choices.
Experience: Past experiences can shape how we view options and consequences.
Emotions: Feelings can affect our judgment and lead us to make different choices.
Social Influences: Input from friends, family, or colleagues can sway our decisions.
# Types of Decision Making
Rational Decision Making: This approach uses logical reasoning and evidence to make a choice.
Emotional Decision Making: This process relies more on feelings and intuition rather than facts.
Group Decision Making: Sometimes, decisions are made collectively, where a group discusses and agrees on the best option.
# Decision-Making Tools
There are various tools and techniques that can assist in making decisions:
Pros and Cons List: Writing down the positive and negative aspects of each option.
Decision Matrices: Organizing choices based on important criteria to determine the best option.
Simulation: Trying out options in a controlled environment to see potential outcomes.
# Importance of Decision Making
Good decision making can lead to positive outcomes in life and work. It helps individuals and groups achieve their goals and solve problems effectively. Understanding different strategies and factors can improve decision-making skills and lead to better choices.
Machine Learning
Clear Choices: The Future of Computer Decision-Making
New method helps computers explain decisions in understandable ways.
Federico Ruggeri,
Gaetano Signorelli
2025-03-12T03:12:36+00:00 ― 5 min read
Logic
Decoding Evidence and Truth in Logic
Explore how logic helps us analyze evidence and truth effectively.
Walter Carnielli,
Lorenzzo Frade,
Abilio Rodrigues
2025-03-09T21:22:50+00:00 ― 6 min read
Computers and Society
Harnessing Human and Machine Wisdom for Better Predictions
A hybrid system combines human insights with machine forecasts for improved decision-making.
Daniel M. Benjamin,
Fred Morstatter,
Ali E. Abbas
2025-03-09T02:10:57+00:00 ― 6 min read
Statistics Theory
Rethinking Mean Square Error in Statistics
Critiques of MSE and the rise of better statistical tools.
Paul Vos
2025-03-06T09:31:26+00:00 ― 7 min read
Optimization and Control
Pessimistic Bilevel Optimization: A Simple Approach
Discover how relaxation methods simplify complex decision-making in bilevel optimization.
Imane Benchouk,
Lateef Jolaoso,
Khadra Nachi
2025-03-05T13:29:20+00:00 ― 5 min read
Data Structures and Algorithms
Small Decision Trees: A Big Impact
Learn how small decision trees improve data classification and decision-making.
Luca Pascal Staus,
Christian Komusiewicz,
Frank Sommer
2025-03-02T21:43:12+00:00 ― 6 min read
Artificial Intelligence
Dealing with Conflicts in Logic
A look at handling inconsistencies in logical systems using variable occurrences.
Yakoub Salhi
2025-03-02T10:29:06+00:00 ― 6 min read
Formal Languages and Automata Theory
The Ninja Protocols: Strategies for Success
Discover how ninjas communicate and decide crucial actions in a dynamic environment.
Benno Lossin,
Philipp Czerner,
Javier Esparza
2025-03-01T23:15:00+00:00 ― 6 min read
Machine Learning
Streamlining Decisions with Online Linear Programming
Learn how to make quick and smart resource decisions efficiently.
Jingruo Sun,
Wenzhi Gao,
Ellen Vitercik
2025-02-28T11:06:18+00:00 ― 5 min read
Physics and Society
Predicting Human Decisions in Social Dilemmas
Researchers use AI to predict decision-making in group scenarios.
Huaiyu Tan,
Yikang Lu,
Alfonso de Miguel-Arribas
2025-02-27T02:26:24+00:00 ― 6 min read
Other Statistics
Frequentism vs. Bayesianism: A Statistical Standoff
Discover the debate between two key statistical approaches.
Simon Benhaïem
2025-02-26T18:24:50+00:00 ― 8 min read
Optimization and Control
A Smarter Way to Handle Uncertainty
Discover SFLA, a new approach to tackle uncertainty in decision-making.
Yihong Zhou,
Yuxin Xia,
Hanbin Yang
2025-02-26T13:39:50+00:00 ― 7 min read
Artificial Intelligence
Transforming Robotics with Historical Data
IR-PFT allows robots to improve decision-making by reusing past experiences.
Michael Novitsky,
Moran Barenboim,
Vadim Indelman
2025-02-25T09:18:27+00:00 ― 6 min read
Artificial Intelligence
Mastering the Art of Bayesian Persuasion
Explore how to influence decisions through effective signaling strategies.
Jonathan Shaki,
Jiarui Gan,
Sarit Kraus
2025-02-23T22:48:00+00:00 ― 10 min read
Machine Learning
Making Smart Choices with Restless Bandits
Learn about Lagrangian Index Policy and its impact on decision-making.
Konstantin Avrachenkov,
Vivek S. Borkar,
Pratik Shah
2025-02-23T21:43:50+00:00 ― 7 min read
Computers and Society
ClarityEthic: Guiding AI's Moral Choices
A framework to help AI make better moral decisions.
Yuxi Sun,
Wei Gao,
Jing Ma
2025-02-23T20:23:33+00:00 ― 6 min read
Software Engineering
Understanding Variance Theories in Software Engineering
Explore how variance theories impact software development outcomes and research synthesis.
Julian Frattini,
Jannik Fischbach,
Davide Fucci
2025-02-22T12:17:33+00:00 ― 6 min read
Artificial Intelligence
Navigating Uncertainty: The Role of POMDPs in Decision Making
Learn how POMDPs help make decisions amid uncertainty.
Marius Belly,
Nathanaël Fijalkow,
Hugo Gimbert
2025-02-21T20:49:12+00:00 ― 6 min read
Physics and Society
The Hidden Struggle of Too Many Choices
Explore why too many options can leave us feeling confused and dissatisfied.
Mojtaba Madadi Asl,
Kamal Hajian,
Rouzbeh Torabi
2025-02-21T05:31:42+00:00 ― 7 min read
Optimization and Control
Navigating Optimization with Stochastic Methods
Learn how stochastic first-order methods simplify optimization challenges.
Chuan He
2025-02-21T03:08:00+00:00 ― 4 min read
Optimization and Control
Making Smart Choices with Markov Processes
Learn how MDPs and constraints improve decision-making across various fields.
Panagiotis D. Grontas,
Anastasios Tsiamis,
John Lygeros
2025-02-20T16:28:40+00:00 ― 5 min read
Cryptography and Security
Balancing Privacy and Choice in Data Analysis
Explore how differential privacy aids decision-making while protecting individual data.
Victor A. E. Farias,
Felipe T. Brito,
Cheryl Flynn
2025-02-20T12:08:33+00:00 ― 6 min read
Computer Science and Game Theory
Simplifying Strategies in Two-Player Games
Learn how sparse strategies can enhance decision-making in two-player games.
Salam Afiouni,
Jakub Černý,
Chun Kai Ling
2025-02-20T03:18:54+00:00 ― 7 min read
Optimization and Control
Smart Choices in Uncertain Times
Learn how to make better decisions amid uncertainty and minimize regret.
Eilyan Bitar
2025-02-19T11:10:30+00:00 ― 6 min read
Logic in Computer Science
Understanding Cognitive Attitudes: Your Mental Guide
Explore how cognitive attitudes shape your beliefs and decisions.
Tiago de Lima,
Emiliano Lorini,
Elise Perrotin
2025-02-19T00:01:48+00:00 ― 6 min read
Machine Learning
Advancing Decision Trees: The ICoEvoRDF Method
A new method for improving decision trees in machine learning.
Adam Żychowski,
Andrew Perrault,
Jacek Mańdziuk
2025-02-17T08:42:27+00:00 ― 5 min read
Artificial Intelligence
Simplifying Reasoning with Conditional Independence
Learn how conditional independence makes complex reasoning easier in knowledge representation.
Jesse Heyninck
2025-02-16T22:16:30+00:00 ― 7 min read
Machine Learning
The Art of Decision-Making in Groups
Explore how game theory shapes cooperative decision-making in everyday life.
Arne Gevaert,
Yvan Saeys
2025-02-16T10:14:15+00:00 ― 9 min read
Artificial Intelligence
The Depth of Group Decision-Making
Discover a smarter way to evaluate group choices through Algebraic Evaluation.
Andrés Corrada-Emmanuel
2025-02-15T13:22:21+00:00 ― 6 min read
Computation and Language
The Mind of Machines: LLMs Explored
A look into how Large Language Models mimic human thinking.
Zhisheng Tang,
Mayank Kejriwal
2025-02-15T03:44:33+00:00 ― 6 min read
Optimization and Control
Choosing Wisely: A Guide to Efficient Decision-Making
Learn how to make smarter choices for better outcomes.
Anas Mifrani
2025-02-14T11:18:00+00:00 ― 6 min read
Optimization and Control
Mastering Stochastic Control in Uncertain Worlds
Explore decision-making strategies in randomness and competition.
Chang Liu,
Hongtao Fan,
Yajing Li
2025-02-10T16:43:40+00:00 ― 6 min read
Optimization and Control
Mastering Optimization: Your Guide to Finding the Best Solutions
Learn how to optimize resources and make better decisions in various scenarios.
Guanghui Lan,
Tianjiao Li,
Yangyang Xu
2025-02-10T10:45:43+00:00 ― 6 min read
Artificial Intelligence
Reinforcement Learning Takes a Big Step Forward
New techniques help machines learn more effectively and adapt to challenges.
Rashmeet Kaur Nayyar,
Siddharth Srivastava
2025-02-10T04:58:21+00:00 ― 7 min read
Computer Science and Game Theory
The Intricacies of Coordination Games
Explore how players make choices in coordination games and their impact.
Desmond Chan,
Bart De Keijzer,
Tobias Galla
2025-02-10T02:49:52+00:00 ― 7 min read
Optimization and Control
Balancing Safety and Efficiency in Stochastic Control Systems
Learn how to safely navigate unpredictable systems for optimal outcomes.
Tingting Ni,
Maryam Kamgarpour
2025-02-09T16:45:10+00:00 ― 8 min read
Neuroscience
Inside the Brain: How We Control Choices
Discover the brain's role in decision-making and impulse control.
Atsushi Yoshida,
Okihide Hikosaka
2025-02-09T09:24:21+00:00 ― 7 min read
Physics and Society
The Dynamics of Cooperation in Decision-Making
Examining how social interactions influence cooperation choices.
Lucila G. Alvarez-Zuzek,
Laura Ferrarotti,
Bruno Lepri
2025-02-08T13:24:50+00:00 ― 6 min read
Machine Learning
Smart Choices: Maximizing Results with Cost-Aware Optimization
Learn how a new algorithm finds the best options while controlling costs.
Vu Viet Hoang,
Quoc Anh Hoang Nguyen,
Hung Tran The
2025-02-08T03:13:03+00:00 ― 6 min read
Human-Computer Interaction
Finding Balance in Trusting AI Advice
Exploring the right level of trust in AI language models.
Jessica Y. Bo,
Sophia Wan,
Ashton Anderson
2025-02-06T22:19:39+00:00 ― 5 min read
Formal Languages and Automata Theory
The Playful World of Parity Automata
Discover how parity automata decide using playful strategies and tree structures.
Olivier Idir,
Karoliina Lehtinen
2025-02-06T10:17:24+00:00 ― 5 min read
Combinatorics
Finding Balance in Strategic Choices
Explore how players navigate decisions in games and everyday life.
Claus Hertling,
Matija Vujic
2025-02-04T16:52:40+00:00 ― 6 min read
Computation and Language
Evaluating AI's Reasoning with ORQA Benchmark
A new benchmark challenges AI models in operations research reasoning.
Mahdi Mostajabdaveh,
Timothy T. Yu,
Samarendra Chandan Bindu Dash
2025-02-04T10:08:24+00:00 ― 6 min read
Methodology
The Challenge of Hypothesis Testing in Classrooms
Learn about the complexities of hypothesis testing with strategic participants in classrooms.
Flora C. Shi,
Stephen Bates,
Martin J. Wainwright
2025-02-03T21:05:02+00:00 ― 8 min read
Computer Science and Game Theory
The Dance of Strategy and Chance
Explore how turn-taking stochastic games blend luck and strategy.
Hanrui Zhang,
Yu Cheng,
Vincent Conitzer
2025-02-02T16:24:36+00:00 ― 5 min read
Neuroscience
The Simplicity Preference: How We Choose
Discover why humans favor simpler explanations in decision-making.
Eugenio Piasini,
Shuze Liu,
Pratik Chaudhari
2025-02-01T10:54:30+00:00 ― 8 min read
Optimization and Control
Navigating Risks in Insurance: A Simple Guide
Learn how insurers manage risks through reinsurance and investment strategies.
Jian-hao Kang,
Zhun Gou,
Nan-jing Huang
2025-01-31T14:18:50+00:00 ― 9 min read
Artificial Intelligence
The Dynamics of Human-AI Assistance Games
Exploring how AI and humans interact in decision-making.
Scott Emmons,
Caspar Oesterheld,
Vincent Conitzer
2025-01-31T07:25:57+00:00 ― 5 min read
Optimization and Control
Bilevel Optimization: Simplifying Complex Decision-Making
A look into bilevel optimization and a new effective algorithm.
Xiaoning Bai,
Shangzhi Zeng,
and Jin Zhang
2025-01-31T03:39:30+00:00 ― 5 min read
Methodology
Visualizing Predictions: The Grill Plot Unpacked
Discover how grill plots simplify understanding complex predictions in data analysis.
Peter J. Rousseeuw
2025-01-30T20:26:33+00:00 ― 8 min read
Neuroscience
How Our Brains React to Rewards and Punishments
Discover why we chase rewards and avoid punishments.
Ting Xu,
Chunhong Zhu,
Xinqi Zhou
2025-01-27T20:28:30+00:00 ― 6 min read
Logic
The Fun Side of Multi-Valued Logic
Discover how logic helps navigate life's messy choices with humor.
Henrique Antunes,
Abilio Rodrigues
2025-01-27T19:44:30+00:00 ― 6 min read
Quantum Physics
Quantum Reinforcement Learning: A New Approach
Combining quantum computing with reinforcement learning for faster decision-making.
Thet Htar Su,
Shaswot Shresthamali,
Masaaki Kondo
2025-01-27T16:24:22+00:00 ― 9 min read
Computer Science and Game Theory
Mastering the Unknown: Strategies for Unseen Opponents
Learn effective strategies to outsmart unknown opponents in strategic games.
Eshwar Ram Arunachaleswaran,
Natalie Collina,
Jon Schneider
2025-01-27T07:56:06+00:00 ― 7 min read
Probability
Navigating Uncertainty with BSVIEs
BSVIEs blend finance and mathematics to manage uncertainty in decision-making.
Qian Lei,
Chi Seng Pun
2025-01-26T22:38:00+00:00 ― 5 min read
Optimization and Control
Mastering Complex Decisions with Multiple Objectives
Learn how to balance competing goals in decision-making.
Anas Mifrani
2025-01-26T19:46:00+00:00 ― 6 min read
Machine Learning
Decoding Choices: The Future of Decision-Making Models
A new model learns from data to better understand human choices and behaviors.
Fumiyasu Makinoshima,
Tatsuya Mitomi,
Fumiya Makihara
2025-01-25T01:21:54+00:00 ― 8 min read
Logic
Understanding Medvedev Frames in Logic
A deep dive into Medvedev frames and their impact on intuitionistic logic.
Zhicheng Chen,
Yifeng Ding
2025-01-24T14:29:20+00:00 ― 6 min read
Optimization and Control
Navigating Set Optimization with Conjugate Gradient Methods
Learn how nonlinear conjugate gradient methods tackle complex optimization problems.
Debdas Ghosh,
Ravi Raushan,
Zai-Yun Peng
2025-01-24T11:49:30+00:00 ― 5 min read
Populations and Evolution
The Impact of Time Delays in Evolutionary Games
Time delays can enhance cooperation in evolutionary strategy games like Snowdrift.
Jacek Miekisz,
Javad Mohamadichamgavi
2025-01-24T02:21:54+00:00 ― 6 min read
Computer Science and Game Theory
Fair Voting: Ensuring Every Voice Counts
Discover how Justified Representation enhances fairness in multi-winner elections.
Biaoshuai Tao,
Chengkai Zhang,
Houyu Zhou
2025-01-23T14:51:27+00:00 ― 5 min read
Computation and Language
Ethical Dilemmas and Language Models: A Deep Dive
Exploring how language models face tough moral choices.
Jiaqing Yuan,
Pradeep K. Murukannaiah,
Munindar P. Singh
2025-01-23T14:03:18+00:00 ― 6 min read
Computer Science and Game Theory
The Complex Dance of Harmonic Games
Dive into the world of harmonic games and their impact on decision-making.
Davide Legacci,
Panayotis Mertikopoulos,
Christos H. Papadimitriou
2025-01-23T11:51:00+00:00 ― 7 min read
Systems and Control
Navigating Mixed Equilibrium Problems: A Collaborative Approach
Agents seek cooperation in changing environments to find optimal solutions.
Hang Xu,
Kaihong Lu,
Yu-Long Wang
2025-01-22T20:18:36+00:00 ― 7 min read
Computer Science and Game Theory
The Strategy Behind Bidding Games
Discover the intriguing world of bidding games and decision-making strategies.
Guy Avni,
Martin Kurečka,
Kaushik Mallik
2025-01-22T16:23:15+00:00 ― 6 min read
Data Structures and Algorithms
Rolling Dice with Just a Coin Flip
Learn how to mimic dice rolling using a simple coin flip!
Mark Huber,
Danny Vargas
2025-01-20T06:07:23+00:00 ― 6 min read
Computation and Language
Improving AI's Commonsense Reasoning: A New Approach
Researchers unveil a method to boost AI's understanding of everyday language.
Chong Liu,
Zaiwen Feng,
Lin Liu
2025-01-20T04:12:00+00:00 ― 5 min read
Statistics Theory
E-Values: A Shift in Hypothesis Testing
Discover how e-values change the game in modern hypothesis testing.
Eugenio Clerico
2025-01-18T13:25:55+00:00 ― 5 min read