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Title: US5999714: Method for incorporating noise considerations in automatic circuit optimization
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Country: US United States of America

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15 pages

 
Inventor: Conn, Andrew Roger; Mount Vernon, NY
Haring, Rudolf Adriaan; Cortlandt Manor, NY
Visweswariah, Chandramouli; Croton-on-Hudson, NY

Assignee: International Business Machines Corporation, Armonk, NY
other patents from INTERNATIONAL BUSINESS MACHINES CORPORATION (280070) (approx. 44,393)
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Published / Filed: 1999-12-07 / 1998-04-07

Application Number: US1998000056430

IPC Code: Advanced: G06F 17/50;
Core: more...
IPC-7: G06F 9/455;

ECLA Code: G06F17/50C4; G06F17/50D8;

U.S. Class: Current: 716/002; 703/014;
Original: 395/500.03; 395/500.35;

Field of Search: 395/500.02,500.03,500.23,500.34,500.35 364/488,489,490,491,578

Priority Number:
1998-04-07  US1998000056430
1997-03-27  US1997000825278

Abstract: A method of incorporating noise considerations during circuit optimization includes the steps of: specifying a circuit schematic to be optimized; specifying at least one noise criterion as a noise measurement, including the signal to be checked for noise, the sub-interval of time of interest, and the maximum allowable noise deviation; providing each noise criterion as either a semi-infinite constraint or a semi-infinite objective function; specifying at least one variable of the optimization; converting the semi-infinite noise constraints and the semi-infinite noise objective functions into time-integral equality constraints; optionally, if required, providing additional optimization criteria other than noise as, for each such criterion, either objective functions or constraints; creating a merit function to be minimized to solve the optimization problem; simulating the circuit in the time-domain; computing the values of the objective functions and constraints; efficiently computing the gradients of the merit function of the optimizer (including contributions of all objective functions and constraints and the time-integrals representing noise considerations) preferably by means of a single adjoint analysis; iteratively providing the constraint values, the objective function values and the gradients of the merit function to a nonlinear optimizer; and continuing the optimization iterations to convergence.

Attorney, Agent or Firm: F. Chau & Associates, LLP ;

Primary / Asst. Examiners: Teska, Kevin J.; Frejd, Russell W.

Maintenance Status: E1 Expired  Check current status
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Parent Case:

CROSS REFERENCE TO RELATED APPLICATIONS
    This application is a continuation-in-part of U.S. Ser. No. 08/825,278, filed Mar. 27, 1997, now U.S. Pat. No. 5,886,908 entitled: "Method of Efficient Gradient Computation," the disclosure of which is incorporated herein by reference.

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First Claim:
Show all 23 claims
What is claimed:     1. A method of gradient-based system optimization incorporating noise criteria, the method comprising the steps of:
  • (a) specifying at least one noise criterion including, for each criterion, a measurement to be checked for noise, maximum allowable deviation and a sub-interval of time during which the checking is performed;
  • (b) providing each noise criterion as one of a semi-infinite objective function and a semi-infinite constraint to be met;
  • (c) specifying at least one variable of the optimization;
  • (d) at least one of converting each noise objective function into a time-integral equality constraint by introduction of an auxiliary variable and converting each noise constraint into a time-integral equality constraint;
  • (e) generating a merit function in order to solve the optimization problem;
  • (f) one of simulating and solving the system to be optimized in the time-domain;
  • (g) computing values of at least one of the objective functions and the constraints;
  • (h) computing gradients of at least one of the objective functions and the constraints including contributions of the time-integrals representing the noise criteria;
  • (i) providing at least one of the constraint values and the objective function values and their gradients to a nonlinear optimizer; and
  • (j) employing the nonlinear optimizer to update at least one variable of the optimization in order to improve the merit function.


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Forward References: Show 27 U.S. patent(s) that reference this one

       
U.S. References: Go to Result Set: All U.S. references   |  Forward references (27)   |   Backward references (8)   |   Citation Link

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PDF
Patent  Pub.Date  Inventor Assignee   Title
Buy PDF- 9pp US5257200  1993-10 Machala, III et al.  Texas Instruments Incorporated Optimization system
Buy PDF- 18pp US5329478  1994-07 Kirk et al.   Circuit and method for estimating gradients
Buy PDF- 9pp US5369594  1994-11 Huang et al.  International Business Machines Corporation Conjugate gradient method in computer-aided circuit design
Buy PDF- 15pp US5381361  1995-01 Kirk et al.  California Institute of Technology Method and apparatus for real-time constraint solution
Buy PDF- 10pp US5424964  1995-06 Machala, III et al.  Texas Instruments Incorporated Method and system for optimizing a transistor model
Buy PDF- 7pp US5506852  1996-04 Chakradhar et al.  NEC USA, Inc. Testing VLSI circuits for defects
Buy PDF- 83pp US5682322  1997-10 Boyle et al.  LSI Logic Corporation Optimization processing for integrated circuit physical design automation system using chaotic fitness improvement method
Buy PDF- 9pp US5886908  1999-03 Conn et al.  International Business Machines Corporation Method of efficient gradient computation
       
Foreign References: None

Other Abstract Info: DERABS G1999-228793 DERABS G2000-071529 DERABS G2000-071529

Other References:
  • A. Conn et al., "Circuit Optimization via Adjoint Lagrangians", 1997 IEEE/ACM Int'l Conference on Computer-Aided Design, Digest of Technical Papers, 1997, pp. 281-288.
  • C. Visweswariah, "Optimization Techniques for High-Performance Digital Circuits", IEEE/ACM Int'l Conference on Computer-Aided Design, Digest of Technical Papers, 1997, pp. 198-207.
  • T. Nguyen et al., "Adjoint Transient Sensitivity Computation in Piecewise Linear Simulation", Proceedings of Design Automation Conference, 1998, pp. 447-482.


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