Outils d'optimisation de la conception multi-objectifs utilisant la programmation visuelle : tests utilisateurs d'acceptabilité, Conférence Francophone de l'International Building Performance Simulation Association, pp.231-237, 2018. ,
Nature-Inspired Algorithms: State-of-Art, Problems and Prospects, International Journal of Computer Applications, vol.100, issue.14, pp.14-21, 2014. ,
Generative Design Methods Implementing Computational Techniques in Undergraduate Architectural Education, ECAADE 2015: REAL TIME -EXTENDING THE REACH OF COMPUTATION, vol.2, 2015. ,
, Notes on the Synthesis of Form, 1964.
, Subdivision Surface Modeling Copyright Notice Autodesk ® Maya ®, 2010.
, Subdivision Surface Modeling Copyright Notice Autodesk ® Maya ®, 2010.
, Common Types of Geometry in 3D Modelling, 2018.
, BaityKool Project, BaityKool team, 2018.
Adaptive Control Processes, 1961. ,
A survey on metaheuristics for stochastic combinatorial optimization, Natural Computing, vol.8, issue.2, pp.239-287, 2009. ,
EpiGenetic Algorithm for Optimization: Application to Mobile Network Frequency Planning, Arabian Journal for Science and Engineering, vol.41, issue.3, pp.883-896, 2016. ,
Symbiotic Organisms Search: A new metaheuristic optimization algorithm, Computers and Structures, vol.139, pp.98-112, 2014. ,
,
A Visual Dictionary of Architecture (First Edit), 1995. ,
BIM Handbook: A Guide to Building Information Modeling for Owners, Managers, Designers, Engineers and Contractors (Second Edi), 2011. ,
We shape our buildings. Famous Quotations and Stories, 1943. ,
Méthode d'optimisation et d'aide à la décision en conception mécanique : Application à une structure aéronautique, 2011. ,
TOP 8 QUOTES BY GEORGE DANTZIG | A-Z Quotes, 2019. ,
Toward preprototype user acceptance testing of new information systems: Implications for software project management, IEEE Transactions on Engineering Management, 2004. ,
A fast and elitist multiobjective genetic algorithm: NSGA-II, IEEE Transactions on Evolutionary Computation, 2002. ,
Simultaneous Optimization of Several Response Variables, Journal of Quality Technology, 1980. ,
How do you design, 2004. ,
Mathematical psychics -An essay on the application of mathematices to the moral sciences. C. Kegan Paul & Co, vol.6, pp.581-583, 1881. ,
Albert Einstein Qoutes -BrainyQuote, 2019. ,
Peter Eisenman Quotes -BrainyQuote, 2019. ,
Summary Report AFOSR-3223 under Contract AF 49 (638)-1024, SRI Project 3578 for Air Force Office of Scientific Research, vol.1, 1962. ,
City Hall | Architecture Projects | Foster + Partners, 2002. ,
Workflows : Expanding Architecture's Territory in the Design and Delivery of Buildings, 2017. ,
Classifications of Shape Grammars, Design Computing and Cognition '16, pp.229-248, 2017. ,
Design Prototypes: A Knowledge Representation Schema for Design. AI Magazine, 1990. ,
The situated function-behaviour-structure framework, 2004. ,
The Function-Behaviour-Structure Ontology of Design, An Anthology of Theories and Models of Design, pp.263-283, 2014. ,
, Quotefancy. Retrieved, 2019.
Methods for multi-objective optimization: An analysis, Information Sciences, 2015. ,
Genetic algorithms in search, optimization, and machine learning, 1989. ,
A translation approach to portable ontology specifications, 1993. ,
, , 2019.
-b). Optimization using Biomorpher -Grasshopper, 2019. ,
The Desirability Function, Industrial Quality Control, vol.21, issue.10, pp.494-498, 1965. ,
A Comparison of Particle Swarm, 2004. ,
Human Intelligence Quotes, 2001. ,
Generative design software will give designers "superpowers", 2017. ,
, Energy Technology Perspectives 2017 -Executive Summary, International Energy Agency (IEA) Publications, 2017.
, Parallel coordinates: Visual multidimensional geometry and its applications. Parallel Coordinates: Visual Multidimensional Geometry and Its Applications, 2009.
Parametric Design for Architecture, 2013. ,
Intelligence Augmentation and Machine Learning | Cogito, 2019. ,
Deep Thinking: Where Machine Intelligence Ends and Human Creativity Begins, 2017. ,
Particle swarm optimization, Proceedings of ICNN'95 -International Conference on Neural Networks, vol.4, pp.1942-1948, 1995. ,
Building information modeling: BIM in Current and Future Practice, 2014. ,
Optimization of multiple responses considering both location and dispersion effects, European Journal of Operational Research, 2006. ,
The Universal Traveler: a soft systems guide to creativity,problem-solving and the process of reaching goals, 1972. ,
, Ladybug Tools | Ladybug, Ladybug Tools Team, 2020.
How designers think: The design process demystified (Fourth Edi), pp.90033-90041, 2005. ,
A desirability function method for optimizing mean and variability of multiple responses using a posterior preference articulation approach. Quality and Reliability Engineering International, 2018. ,
Can principles of cognition lower the barriers to programming?, Empirical Studies of Programmers: Second Workshop, pp.248-263, 1987. ,
Framework | Definition of Framework by Lexico, 2020. ,
Ontology | Definition of Ontology by Lexico, 2020. ,
Value Judgment | Definition of Value Judgment by Lexico, 2019. ,
How to Read Many-Objective Solution Sets in Parallel Coordinates, 2017. ,
, IEEE Computational Intelligence Magazine, vol.12, issue.4, pp.88-100
Multi-Objective Optimization Problems Concepts and Self-Adaptive Parameters with Mathematical and Engineering Applications, 2017. ,
Design Process in Architecture: From Concept to Completion, 2018. ,
Machines of Loving Grace: the quest for common ground between humans and robots, 2015. ,
Eco-generative design for early stages of architecture. Eco-generative Design for Early Stages of Architecture, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02890794
A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence, 1955. ,
Acceptability | Definition of Acceptability, 2019. ,
Desirability | Definition of Desirability, 2019. ,
Workflow | Definition of Workflow by Merriam-Webster, 2019. ,
Optimization | Definition of Optimization by Merriam-Webster, 2020. ,
Mind Children: The Future of Robot and Human Intelligence, 1988. ,
Taxonomies of visual programming and program visualization, Journal of Visual Languages and Computing, pp.80036-80045, 1990. ,
Learning from nature, 2017. ,
Building Information Modeling (BIM) Market -Global Industry Forecast &, Frequently Asked Questions About the National BIM Standard-United States TM . Retrieved, 2019. ,
Oscar Niemeyer Quotes -BrainyQuote, 2019. ,
The Quest for Artificial Intelligence: A History of Ideas and Achievements, 2010. ,
Metaheuristics: A bibliography, Annals of Operations Research, vol.63, issue.5, pp.511-623, 1996. ,
Methods for morphogenesis and ecology in architecture, 2010. ,
Principles of Optimal Design: Modeling and Computation (Third edit), 2017. ,
Cours d'Économie Politique: vols. I and II, The ANNALS of the American Academy of Political and Social Science. Lausanne: F. Rouge, 1896. ,
Mark Parker Quotes -BrainyQuote, 2019. ,
Henry Petroski Quotes, 2019. ,
Problem Solving and Critical Thinking for Designers, 2011. ,
Designing Architecture: The elements of process. Designing Architecture: The Elements of Process, 2012. ,
Modelling and Numerical Optimization Methods for Decision Support in Robust Embodiment Design, 2012. ,
A trade-off function to tackle robust design problems in engineering, Journal of Engineering Design, vol.24, issue.1, pp.64-81, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-02060991
A Bbuilding Information Model (BIM) Based Framework for Pperformance Optimization, Texas A&M University, 2015. ,
Evolutionary Principles applied to Problem Solving | I Eat Bugs For Breakfast, 2011. ,
The Architect Says: qoutes, quips, and words of wisdom, 2012. ,
Fundamentals of Decision Making and Priority Theory With the Analytic Hierarchy Process (ebook Seco), 2013. ,
Fundamentals of Decision Making and Priority Theory With the Analytic Hierarchy Process, 2000. ,
Aggregation functions for engineering design tradeoffs, Fuzzy Sets and Systems, vol.99, issue.3, pp.32-40, 1998. ,
Arrow's Theorem and engineering design decision making, Research in Engineering Design -Theory, Applications, and Concurrent Engineering, 1999. ,
A Mathematical Theory of Communication, Bell System Technical Journal, 1948. ,
Rational choice and the structure of the environment, Psychological Review, 1956. ,
The structure of ill structured problems, Artificial Intelligence, vol.4, issue.3-4, pp.90011-90019, 1973. ,
Developing your Design Process: six key concepts for studio (First), 2015. ,
Metaheuristics, Encyclopedia of Operations Research and Management Science, pp.960-970, 2013. ,
A history of metaheuristics. Handbook of Heuristics, 2-2, 791-808, 2018. ,
AAD; Algorithms-Aided Design (First Edit), 2014. ,
Design Explorer 2, 2017. ,
Galapagos Parametric Optimizations _ Part01 -YouTube, 2016. ,
Octopus -Grasshopper, 2019. ,
Multi Objective Design Interface, pp.1-83, 2013. ,
Generative Urban Design: A Collaboration Between Autodesk Research and Van Wijnen | Autodesk University, 2018. ,
What is architecture? and 100 other questions, 2015. ,
Project Refinery: implement generative design workflows for AEC -Through the Interface, 2019. ,
Elements of Parametric Design, 2010. ,
Global aircraft predesign based on constraint propagation and interval analysis, Proceedings of CEAS Conference on multidisciplinary Aircraft design and Optimization, pp.77-86, 2001. ,
, Question 41*: What is your major? ? Architect ? Engineer ? Other, vol.------------------------
, Question 37*: What is your major? ? Architect ? Engineer ? Other, vol.------------------------
, Appendix III: Experiment, vol.3
Test of Derringer & Suich's aggregation function (*required) ,
, You are in the early stage of designing four office buildings, each in different place. Location 1: Extremely hot climate
, ? Objective 1: Form compacity "Maximize": Optimize this objective should increase form compacity
, If this objective weight = 0 it means direct sunlight has no importance, for example; a building with no potential of receiving direct sunlight is acceptable" ? Objective 3: Natural lighting "Maximize": Optimize this objective should increase natural lighting (indirect sunlight) that reach the building, ? Objective 2: Direct sunlight "Maximize": Optimize this objective should increase direct sunlight that reaches the building
, ? Objective 4: Heating load "Minimize": Optimize this objective should decrease the building heating energy consumption
Test of Maximin aggregation function (*required) ,
, You are in the early stage of designing a mixed-use building (office, residential, commercial) in a Mixed climate "hot summer
, ? The building is modular and the size of one module is (width=6m, Length=8m, Hight=4m)
, Here is a solar gain graph that represents the performance of the solutions in summer and in winter A scatterplot that represents the solutions Question 4*: We want to maximize the solar gain in winter and to minimize the solar gain in summer. Please rank the solutions according to your preference
, Here is a solar gain graph that represents the performance of the solutions in summer and in winter A scatterplot that represents the solutions Question 4*: We want to maximize the solar gain in winter and to minimize the solar gain in summer. Please rank the solutions according to your preference