By Carlos A. Coello Coello (auth.), António Gaspar-Cunha, Ricardo Takahashi, Gerald Schaefer, Lino Costa (eds.)
The fifteenth on-line global convention on gentle Computing in commercial functions, hung on the web, constitutes a particular chance to offer and talk about top of the range papers, utilizing subtle net instruments and with no incurring in excessive rate and, therefore, facilitating the participation of individuals from the total world.
The publication includes a choice of papers overlaying extraordinary learn and advancements within the box of soppy Computing together with, evolutionary computation, fuzzy keep watch over and neuro-fuzzy platforms, bio-inspired structures, optimization options and alertness of soppy Computing thoughts in modeling, regulate, optimization, information mining, trend acceptance and site visitors and transportation systems.
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Extra info for Soft Computing in Industrial Applications
The solutions (individuals) are the codification of a load control strategy, which represents the on/off patterns to be applied to every group of loads during one day. An individual is represented by a binary string: “1” = a load curtailment action is applied to a group of loads; “0” = no load curtailment occurs (Figure 3). 18 Á. H. Antunes, and E. Oliveira Fig. 3 Examples of control actions applied to two groups of loads. Figure 3 shows the load control actions applied to two groups of loads. The ability of “tuning” the control actions to the characteristics of the loads in every group makes this methodological approach very attractive as it allows exploiting the amount of controllable load available and maximizing the reduction of peak demand available for control without increasing the discomfort caused to consumers.
Some of the DSM programs being offered are dynamic pricing programs, which give consumers incentives to reduce peak demand thus reducing their electricity bills, and load curtailment programs, which give customers some financial stimuli for reducing peak demand during critical periods. Load curtailment programs encompass direct load control (DLC) actions and interruptible rates, which are programs typically based on a up-front incentive payment, and demand bidding or buyback programs, in which customers are paid a certain amount of money for each MWh reduced (curtailed) during critical time periods.
E. it has a constant Hamming Distance of one. Decimal Binary Gray Code 0 0000 0000 1 0001 0001 2 0010 0011 3 0011 0010 4 0100 0110 5 0101 0111 6 0110 0101 7 0111 0100 8 1000 1100 9 1001 1101 10 1010 1111 Fig. 14 Gray Code. 42 L. Nolle and G. Schaefer 3 Genetic Programming Genetic Programming (GP) was introduced by Koza (1992) and is a machine learning technique that uses a Genetic Algorithm for the automated generation of computer programs. These programs model a system using sample data provided by that system.
Soft Computing in Industrial Applications by Carlos A. Coello Coello (auth.), António Gaspar-Cunha, Ricardo Takahashi, Gerald Schaefer, Lino Costa (eds.)