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Abstract: In this paper, we propose an evolutionary multiobjective optimization approach to design combinational logic circuits. The idea is to use a population-based technique that considers outputs of a circuit as equality constraints that we aim to satisfy. A small sub-population is assigned to each objective. After one of these objectives is satisfied, its corresponding sub-population is merged with the rest of the individulas in what becomes a joint effort to minimize the total amount of mismatches... (Update)
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BibTeX entry: (Update)
@inproceedings{ coello00evolutionary,
author = "Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Bill P. Buckles",
title = "Evolutionary {M}ultiobjective {D}esign of {C}ombinational {L}ogic {C}ircuits",
booktitle = "Proceedings of the Second {NASA}/DoD Workshop on Evolvable Hardware",
publisher = "IEEE Computer Society",
address = "Los Alamitos, California",
editor = "Jason Lohn and Adrian Stoica and Didier Keymeulen and Silvano Colombano",
pages = "161--170",
year = "2000",
url = "citeseer.ist.psu.edu/310258.html" }
Citations (may not include all citations):191 An Overview of Evolutionary Algorithms in Multiobjective Opt.. - Fonseca, Fleming - 1995
162 Genetic Algorithms for Multiobjective Optimization: Formulat.. - Fonseca, Fleming - 1993
148 An Investigation of Niche and Species Formation in Genetic F.. (context) - Deb, Goldberg - 1989
142 Multiple Objective Optimization with Vector Evaluated Geneti.. (context) - Schaffer - 1985
91 A Comprehensive Survey of EvolutionaryBased Multiobjective O.. - Coello - 1999
76 Minimization of Boolean Functions (context) - McCluskey - 1956
41 Multiobjective Decision Making: Theory and Methodology (context) - Chankong, Haimes - 1983
40 A Way to Simplify Truth Functions (context) - Quine - 1955
34 Cooperative coevolution: An architecture for evolving coadap.. - Potter, DeJong - 2000
30 Designing Electronic Circuits Using Evolutionary Algorithms - Miller, Thomson et al. - 1997
29 A MultiObjective Approach to Constrained Optimisation of Gas.. - Surry, Radcliffe et al. - 1995
21 Treating Constraints as Objectives for Single-Objective Evol.. - Coello - 2000
20 A Map Method for Synthesis of Combinational Logic Circuits (context) - Karnaugh - 1953
19 A Genetic Algorithm for Constrained and Multiobjective Optim.. (context) - Camponogara, Talukdar - 1997
18 The development of a directed genetic search technique for h.. (context) - Parmee, Purchase - 1994
16 Logic Synthesis and Optimization (context) - Sasao - 1993
16 A Divide-and-Conquer Approach to Evolvable Hardware - Torresen - 1998
12 The COMOGA Method: Constrained Optimisation by Multiobjectiv.. (context) - Surry, Radcliffe - 1997
7 Evolving more efficient digital circuits by allowing circuit.. - Kalganova, Miller - 1999
7 The Genetic Algorithm as a Discovery Engine: Strange Circuit.. - Miller, Kalganova et al. - 1999
6 Use of Evolutionary Techniques to Automate the Design of Com.. - Coello, Christiansen et al. - 2000
5 Evolutionary techniques for constrained optimization problem.. (context) - Jimenez, Verdegay - 1999
2 Some Aspects of an Evolvable Hardware for Multiple-Valued Co.. (context) - Kalganova, Miller et al. - 1998
2 A Genetic Programming Approach to Logic Function Synthesis b.. (context) - Hernandez-Aguirre, Coello-Coello et al. - 1999
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