CS540 - AI Approaches to Design

References

*** Under Construction ***

Addanki, Graphs of models

S. Addanki, R. Cremonini & J. S. Penberthy, Reasoning About Assumptions in Graphs of Models. Proc. Int. Jnt. Conf. on AI, IJCAI-89, 1989, pp. 1432-1438.

Araya & Mittal, Knowledge Compilation

A. Araya & S. Mittal, Compiling Design Plans from Descriptions of Artifacts and Problem-Solving Heuristics. Proc. Int. Jnt. Conf. on AI, IJCAI-87, 1987, pp. 552-558.

Bentley & Wakefield, Creative Config using GAs

P. J. Bentley & J. P. Wakefield, The Table: An Illustration of Evolutionary Design using Genetic Algorithms. Proc. Conf. Genetic Algorithms in Engineering Systems: Innovations and Applications, IEE Conference Publication No. 414, 12-14 Sept. 1995.

Birmingham, Templates, Fn/Structure, Configuration (MICON/M1)

A. P. Gupta, W. P. Birmingham & D. P. Siewiorek, Automating the Design of Computer Systems. IEEE Trans. on Computer-Aided Design of Integrated Circuits and Systems, Vol. 12, No. 4, April 1993, pp. 473-487.

Birmingham, Configuration systems analysis

A. Balkany, W. P. Birmingham & I. D. Tommelein, An Analysis of Several Configuration Design Systems. (AI EDAM), Academic Press, Vol. 7, No. 1, 1993, pp. 1-17.

Bowen, Constraint satisfaction

J. Bowen & D. Bahler, Supporting Multiple Perspectives: A Constraint-Based Approach to Concurrent Engineering. In: Artificial Intelligence in Design '92, (Ed) J. S. Gero, Kluwer Academic Publishers, pp. 85-96.

Brown, Knowledge Compilation

D. C. Brown, Compilation: The Hidden Dimension of Design Systems. In: Intelligent CAD, III, (Eds) H. Yoshikawa, F. Arbab & T. Tomiyama, IFIP/North-Holland, 1991, pp. 99-108.

Brown, Routine Design

D. C. Brown, Routineness Revisited. In: Mechanical Design: Theory and Methodology, (Eds) M. Waldron & K. Waldron, Springer-Verlag, 1995.

Brown, Encyclopedia article.

D. C. Brown, Design. In: Encyclopedia of Artificial Intelligence, 2nd edition, (Ed) S. C. Shapiro, J. Wiley, 1992.

Brown, Hierarchically Guided Refinement & Plans (DSPL/AIR-CYL)

D. C. Brown & B. Chandrasekaran, Design Problem Solving: Knowledge Structures and Control Strategies. Research Notes in Artificial Intelligence Series, Pitman Publishing, Ltd., London, England.

Brown, Failure Handling

D. C. Brown, Failure Handling in a Design Expert System. Computer-Aided Design, Butterworths, Nov. 1985.

Brown et al, Knowledge Compilation for Design

D. C. Brown, R. Horner, M. Kim, E. Large, J. Liu, E. Meehan, W. N. Sloan & M. Spillane, Experiences with Modelling Memory and Simple Learning in Routine Design Problem-Solving Systems. In: Knowledge Aided Design, (Ed) M. Green, Academic Press, 1992, pp. 239-257.

M. B. Spillane & D. C. Brown, Evaluating Design Knowledge Compilation Mechanisms. In: Intelligent Computer Aided Design, (Eds) D. C. Brown, M. Waldron & H. Yoshikawa, Elsevier Science Publishers B.V. (North-Holland), July 1992, pp. 351-373.

R. Chabot & D. C. Brown, Knowledge Compilation Using Constraint Inheritance. AI EDAM Jnl., Special Issue: Machine Learning in Design, (Eds) M. L. Maher, D. C. Brown, A. H. B. Duffy, Vol. 8, No. 2, Cambridge University Press, Spring 1994, pp. 125-142.

Cagan & Agogino, Modification, Innovation

J. Cagan & A. M. Agogino, Inducing Constraint Activity in Innovative Design. (AI EDAM), Vol. 5, No. 1, Academic Press, 1991, pp. 47-61.

Chandrasekaran, Task Analysis of Design

B. Chandrasekaran, Design Problem Solving: A Task Analysis. AI Magazine, Special Issue on Design, (Eds) J. S. Gero & M. L. Maher, AAAI, Vol. 11, No. 4, Winter 1990, pp. 59-71.

Dixon, Taxonomies of Design

J. R. Dixon, M. R. Duffey, R. K. Irani, K. L. Meunier & M. F. Orelup, A Proposed Taxonomy of Mechanical Design Problems. Proc. ASME Computers In Engineering Conf., 1988, pp. 41-46.

Dixon, Interative Redesign (Dominic)

M. F. Orelup, J. R. Dixon, P. R. Cohen & M. K. Simmons, Dominic II: Meta-Level Control in Iterative Redesign. Proc. 7th Nat. Conf. on AI (AAAI-88), St. Paul, MN, August 1988.

Dyer & Flowers, Invention (EDISON)

M.G. Dyer, M. Flowers, and J. Hodges, EDISON: An Engineering Design Invention System Operating Naively. Artificial Intelligence in Engineering Journal, Computational Mechanics, Vol. 1, No. 1, 1986, pp. 36-44

J. Hodges, M. Flowers & M. Dyer, Knowledge Representation for Design Improvisation. In: Artificial Intelligence in Engineering Design, Vol.1, (Eds) C. Tong & D. Sriram, Academic Press, 1992, pp. 193-217.

Freeman & Newell, Functional reasoning

P. Freeman & A. Newell, A Model for Functional Reasoning in Design. Proc. Int. Jnt. Conf. on AI, IJCAI-71, 1971, p. 621-640.

Gero, Prototypes

J. S. Gero, Design Prototypes: A Knowledge Representation Schema for Design. AI Magazine, Special Issue on Design, (Eds) J. S. Gero & M. L. Maher, AAAI, Vol. 11, No. 4, Winter 1990, pp. 27-36.

K. W. Tham & J. S. Gero, PROBER--A Design System Based on Design Prototypes. In: Artificial Intelligence in Design '92, (Ed) J. S. Gero, Kluwer Academic Publishers, 1992, pp. 657-675.

Goel, Fnl. CBR

A. K. Goel, Representation of Design Functions in Experienced-Based Design. In: Intelligent Computer Aided Design, (Eds) D. C. Brown, M. Waldron & H. Yoshikawa, Elsevier Science Publishers (North-Holland), 1992, pp. 283-303.

Huhns & Acosta, analogy (ARGO)

M. H. Huhns & R. D. Acosta, An Analogical Reasoning System for Solving Design Problems. In: Artificial Intelligence in Engineering Design, Vol. 2, (Eds) C. Tong & D. Sriram, Academic Press, 1992, pp. 105-143.

Joskowicz, Qualitative Reasoning using Configuration Spaces.

L. Joskowitcz, Mechanism Comparison and Classification for Design. In: Artificial Intelligence in Engineering Design, Vol. 2, (Eds) C. Tong & D. Sriram, Academic Press, 1992, pp. 467-503.

L. Joskowicz, From Kinematics to Shape: An Approach to Innovative Design. Proc. 7th Nat. Conf. on AI, AAAI-88, 1988, pp. 347-352.

E.Kant, algorithm design (DESIGNER)

E. Kant, Understanding and Automating Algorithm Design. IEEE Transactions on Software Engineering, Vol. SE-11, No. 11, November 1985, pp. 1361-1374.

Keller, redesign plans, knowledge compilation

R. M. Keller, C. Baudin, Y. Iwasaki, P. Nayak & K. Tanaka, Compiling Redesign Plans and Diagnosis rules from Structure/Behaviour Device Model. In: Knowledge Aided Design, (Ed) M. Green, Academic Press, 1992, pp. 75-116.

Klein, cooperative conflict resolution

M. Klein,   Supporting Conflict Resolution in Cooperative Design Systems. IEEE Trans. on Systems, Man and Cybernetics, Vol. 21, No. 6, Nov/Dec 1991, pp. 1379-1390.

Kota, fnl configuration

C-L. Lee, G. Iyengar & S. Kota, Automated Configuration Design of Hydraulic Systems. In: Artificial Intelligence in Design '92, (Ed) J. S. Gero, Kluwer Academic Publishers, 1992, pp. 61-82.

Lander, negotiation

S. E. Lander & V. R. Lesser, Customizing Distributed Search Among Agents with Heterogeneous Knowledge. Proc. 5th Int. Symp. on AI Applications in Manuf. & Robotics, Cancun, Mexico, December 1992

Latombe, failure handling

J. C. Latombe, Failure Processing In A System For Designing Complex Assemblies. Proc. 6th Int. Jnt. Conf. on AI, IJCAI-79, Tokyo, August 1979.

Lenat, discovery (AM)

D. B. Lenat, The Ubiquity of Discovery. Proc. Nat. Computer Conf., Vol. 47, 1978, pp. 65-80.

D. B. Lenat, AM: Discovery in Mathematics as Heuristic Search. In: R. Davis & D. B. Lenat, Knowledge-Based Systems in Artificial Intelligence, McGraw-Hill, 1982, pp. 3-225.

Liu & Brown, design problem decomposition (KDD)

J. Liu & D. C. Brown, Generating Design Decomposition Knowledge for Parametric Design Problems. In: Artificial Intelligence in Design '94, (Eds) J. S. Gero & F. Sudweeks, Kluwer Academic Publishers, 1994, pp. 661-678.

Maher, Hierarchically Guided Refinement (Hi-Rise)

M. L. Maher, HI-RISE and Beyond: Directions for Expert Systems in Design. Computer Aided Design, Vol.17, No.9, November 1985, pp. 420-427.

Maher & Zhao, Analogy

F. Zhao & M. L. Maher, Using Network-Based Prototypes to Support Creative Design by Analogy and Mutation. In: Artificial Intelligence in Design '92, (Ed) J. S. Gero, Kluwer Academic Publishers, 1992, pp. 773-793.

Marcus, fixes (VT)

S. Marcus, J. Stout & J. McDermott, VT: An Expert Elevator Designer That Uses Knowledge-Based Backtracking. In: Artificial Intelligence in Engineering Design, Vol. 1, (Eds) C. Tong & D. Sriram, Academic Press, 1992, pp. 317-355.

McDermott, Configuration (R1/XCON)

J. McDermott, R1: A Rule-based Configurer of Computer Systems, Artificial Intelligence, Vol. 19, North-Holland, 1982, pp. 39-88

Mittal & Araya, Hierarchically Guided Refinement (PRIDE)

S. Mittal & A. Araya, A Knowledge-Based Framework for Design. In: Artificial Intelligence in Engineering Design, Vol. 1, (Eds) C. Tong & D. Sriram, Academic Press, 1992, pp. 273-293.

Mittal & Falkenhainer, Dynamic Constraint Satisfaction

S. Mittal & B. Falkenhainer, Dynamic Constraint Satisfaction Problems. Proc. 8th Nat. Conf. on AI, AAAI-90, 1990, pp. 25-32.

Mittal & Frayman, Configuration

S. Mittal & F. Frayman, Towards a Generic Model of Configuration Tasks. Proc. Int. Jnt. Conf on AI, IJCAI-89, 1989, pp. 1395-1401.

Murthy, Modification (PROMPT)

S. S. Murthy & S. Addanki, PROMPT: An Innovative Design Tool. In: Expert Systems in Computer-Aided Design, (Ed) J. S. Gero, North-Holland, 1987, pp. 323-341.

Mostow, Reuse (BOGART)

J. Mostow, M. Barley & T. Weinrich, Automated Reuse of Design Plans in BOGART. In: Artificial Intelligence in Engineering Design, Vol. 2, (Eds) C. Tong & D. Sriram, Academic Press, 1992, pp. 57-103.

Nayak, model selection & construction

P. P. Nayak, Context-Dependent Behaviors: A Preliminary Report. In: Intelligent Computer Aided Design, (Eds) D. C. Brown, M. Waldron & H. Yoshikawa, Elsevier Science Publishers (North-Holland), 1992, pp. 237-251.

Pos et al, Redesign

A. Pos, H. Akkermans & R. Straatman, Problem Solving for Redesign. Proc. IJCAI-97 Workshop on Problem-Solving Methods for Knowledge-Based Systems.

Rutgers, Redesign (REDESIGN)

L. I. Steinberg & T. M. Mitchell, A Knowledge Based Approach to VLSI CAD: The REDESIGN System. Proc. 21st Design Automation Conference, IEEE, 1984, pp. 412-418.

Rutgers, Learning (LEAP)

T. M. Mitchell, S. Mahadevan & L. I. Steinberg, LEAP: A Learning Apprentice for VLSI Design. Proc. Int. Jnt. Conf. on AI, IJCAI-85, 1985, pp. 573-580.

Rutgers, Hierarchically Guided Refinement (VEXED)

L. I. Steinberg, Design as Top-Down Refinement Plus Constraint Propagation. In: Artificial Intelligence in Engineering Design, Vol. 1, (Eds) C. Tong & D. Sriram, Academic Press, 1992, pp. 251-272.

Rutgers, Iterative refinement (DPMED)

N. Ramachandran, A. Shah & N. Langrana, Expert System Approach in Design of Mechanical Components. Proc. Computers in Engineering Conf., ASME, July 1988, pp. 1-10.

Sembugamourthy & Chandrasekaran, fnl representation

V. Sembugamoorthy & B. Chandrasekaran, Functional Representation of Devices and Compilation of Diagnostic Problem Solving Systems. In: Experience, Memory, and Reasoning, (Eds) J. L. Kolodner & C. K. Riesbeck, Lawrence Erlbaum Associates, Publishers, 1986, pp. 47-73.

Stahovich, AI for Design

T.F. Stahovich, Artificial intelligence for Design. In: Formal Engineering Design Synthesis, (eds.) E.K. Antonsson & J. Cagan, Cambridge University Press, 2001, pp. 228-269

Stefik, constraint propagation (MOLGEN)

M. Stefik, Planning with Constraints (MOLGEN: Part 1). Artificial Intelligence, Vol. 16, No. 2, North-Holland, 1981, pp. 111-140

M. Stefik, Planning and Meta-planning(MOLGEN: Part 2). Artificial Intelligence, Vol. 16, No. 2, North-Holland, 1981, pp. 141-169

MOLGEN article, In: Handbook of AI, Vol. 3, (Eds) P. R. Cohen & E. A. Feigenbaum, Addison-Wesley (previously published by William Kaufmann, Inc), 1982, pp. 551-556.

Sycara, negotiation

K. P. Sycara, Cooperative Negotiation in Concurrent Engineering Design. In: Computer-Aided Cooperative Product Development, (Eds) D. Sriram & R. Logcher, Springer-Verlag, 1991, pp. 269-297.

Sycara & Navinchandra, CBR (CADET)

K. P. Sycara & D. Navinchandra, Retrieval Strategies in a Case-Based Design System. In: Artificial Intelligence in Engineering Design, Vol. 2, (Eds) C. Tong & D. Sriram, Academic Press, 1992, pp. 145-163.

Tong & Franklin, (CPS & SCALE)

C. Tong & P. Franklin, Tuning a Knowledge Base of Refinement Rules to Create Good Circuit Designs. Proc. Int. Jnt. Conf. on AI, IJCAI-89, 1989, pp. 1439-1445.

Tong & Sriram, Book Introduction

C. Tong & D. Sriram, Introduction. In: Artificial Intelligence in Engineering Design, Vol. 1, (Eds) C. Tong & D. Sriram, Academic Press, 1992, pp. 1-53.

Ulrich, fn. sharing.

K. T. Ulrich & W. P. Seering, Function Sharing in Mechanical Design. In: Artificial Intelligence in Engineering Design, Vol. 2, (Eds) C. Tong & D. Sriram, Academic Press, 1992, pp. 185-213.

Werkman, negotiation (DFI)

K. J. Werkman, Multiple Agent Cooperative Design Evaluation Using Negotiation. In: Artificial Intelligence in Design '92, (Ed) J. S. Gero, Kluwer Academic Publishers, 1992, pp. 161-180.

Wielinga, Configuration survey

B. J. Wielinga & A. T. Schreiber, Configuration Design Problem Solving, IEEE Expert, 1997.

Williams, first principles, invention

B. C. Williams, Interaction-Based Design: Constructing Novel Devices from First Principles. In: Intelligent Computer Aided Design, (Eds) D. C. Brown, M. Waldron & H. Yoshikawa, Elsevier Science Publishers (North-Holland), 1992, pp. 255-274.