An investigation of niche and species formation in genetic function optimization
Proceedings of the third international conference on Genetic algorithms
Genetic algorithms as a computational tool for design
Genetic algorithms as a computational tool for design
Logic Synthesis and Optimization
Logic Synthesis and Optimization
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Logic Minimization Algorithms for VLSI Synthesis
Logic Minimization Algorithms for VLSI Synthesis
Principles in the Evolutionary Design of Digital Circuits—Part I
Genetic Programming and Evolvable Machines
A chart method for simplifying truth functions
ACM '52 Proceedings of the 1952 ACM national meeting (Pittsburgh)
Some Aspects of an Evolvable Hardware Approach for Multiple-Valued Combinational Circuit Design
ICES '98 Proceedings of the Second International Conference on Evolvable Systems: From Biology to Hardware
Extraction of Design Patterns from Evolutionary Algorithms Using Case-Based Reasoning
ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
Multiple Objective Optimization with Vector Evaluated Genetic Algorithms
Proceedings of the 1st International Conference on Genetic Algorithms
Pareto OptimalityGA-Easiness and Deception (Extended Abstract)
Proceedings of the 5th International Conference on Genetic Algorithms
Genetic Algorithms for Multiobjective Optimization: FormulationDiscussion and Generalization
Proceedings of the 5th International Conference on Genetic Algorithms
A Multi-objective Approach to Constrained Optimisation of Gas Supply Networks: the COMOGA Method
Selected Papers from AISB Workshop on Evolutionary Computing
A Divide-and-Conquer Approach to Evolvable Hardware
ICES '98 Proceedings of the Second International Conference on Evolvable Systems: From Biology to Hardware
EH '99 Proceedings of the 1st NASA/DOD workshop on Evolvable Hardware
An empirical study of evolutionary techniques for multiobjective optimization in engineering design
An empirical study of evolutionary techniques for multiobjective optimization in engineering design
Cooperative Coevolution: An Architecture for Evolving Coadapted Subcomponents
Evolutionary Computation
An overview of evolutionary algorithms in multiobjective optimization
Evolutionary Computation
Explorations in design space: unconventional electronics designthrough artificial evolution
IEEE Transactions on Evolutionary Computation
A constraint-based approach to feasibility assessment in preliminary design
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Soft computing in engineering design - A review
Advanced Engineering Informatics
Comparative study of serial and parallel heuristics used to design combinational logic circuits
Optimization Methods & Software
Objective reduction in evolutionary multiobjective optimization: Theory and applications
Evolutionary Computation
Intrinsic evolution of digital circuits using evolutionary algorithms
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
IS-PAES: a constraint-handling technique based on multiobjective optimization concepts
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Multiple interactive outputs in a single tree: an empirical investigation
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Synthesis of boolean functions using information theory
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
A note on designing logical circuits using SAT
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
An investigation on noise-induced features in robust evolutionary multi-objective optimization
Expert Systems with Applications: An International Journal
Handling uncertainties in evolutionary multi-objective optimization
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
Implementing multi-VRC cores to evolve combinational logic circuits in parallel
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
Evolving digital circuits using complex building blocks
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
COMPUTE '11 Proceedings of the Fourth Annual ACM Bangalore Conference
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Evolvable hardware design based on a novel simulated annealing in an embedded system
Concurrency and Computation: Practice & Experience
Evolving a digital multiplier with the pushgp genetic programming system
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A Modified micro Genetic Algorithm for undertaking Multi-Objective Optimization Problems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications
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In this paper, we propose a population-based evolutionary multiobjective optimization approach to design combinational circuits. Our results indicate that the proposed approach can significantly reduce the computational effort required by a genetic algorithm (GA) to design circuits at a gate level while generating equivalent or even better solutions (i.e., circuits with a lower number of gates) than a human designer or even other GAs. Several examples taken from the literature are used to evaluate the performance of the proposed approach.