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The bacteria have developed resistance against many of the drugs available in the market.

Halgamuge "Self-Organizing Hierarchical Particle Swarm Optimizer With Time Varying Acceleration Coefficients" IEEE Trans. A well organized research comprising of analogue based drug design and molecular dynamics plays a major role in obtaining the lead molecules. Black PN, Di Russo CC, Metzger AK, Heimert TL (1992): Cloning, sequencing, and expression of the fad D gene of Escherichia coli encoding Acyl coenzyme A Synthetase.

Eberhart "Fuzzy Adaptive Particle Swarm Optimization" Evolutionary computation, 2001 proceeding of the 2001 congres on vol.1 page no.

Gaing, "Particle Swarm Optimization to solving the economic dispatch considering generator constraints," IEEE Trans.

Conventional hydraulic cylinders are simulated in FLUENT. Singh, "Derivation of design requirements for optimization of a high performance hydrostatic actuation system," International Journal of Fluid Power, vol.

The hydraulic resisting forces, piston speed and mass flow rates are computed. Chenoweth, Aircraft flight control actuation system design vol.

The organism requires minimal set of functional genes for its survival. Bateman A, Birney E, Cerruti L (2002).‖The Pfam Protein Families Database‖. Two kinds of improved evolution rules are proposed to replace the rule in regular cellular genetic algorithm, in which null cells are considered to the foods of individuals in population and the maximum of living individuals in cellular space is limited by their food.

This infectious disease results in Leprosy reactions that cause irreversible nerve damage and disabilities. Black PN, Zhang Q, Weimar JD, Di Russo CC (1997) Mutational analysis of a fatty Acyl-coenzyme A Synthetase signature motif identifies seven amino acid residues that modulate fatty acid substrate specificity. In: Proceedings of the ACM/IEEE Conference on Supercomputing (SC06), Nov 11–17, Florida. Chemotherapy of leprosy for control programs- report of WHO study (2004). In this paper, we advanced two kinds of cellular genetic algorithms inspired by the density dependence scheme in ecological system to solving dynamic optimization problems.

Adhinarayanan, Maheswarapu Sydulu "Particle Swarm Optimisation for Economic Dispatch with Cubic Fuel Cost Function", TENCON 2006, IEEE region conference. Acyl Co A Synthetase is an enzyme that participates in fatty acid biosynthesis. The performance of proposed cellular genetic algorithms is examined under three dynamic optimization problems with different change severities.

Most of the genes are involved in biosynthetic and metabolic pathways, so the product of these genes can be aimed for the novel drug target. Transmembrane movement of exogenous long-chain fatty acids: proteins, enzymes, and vectorial esterification. Moreover, in the second proposed rule, the competition scheme of the best individuals within the neighborhoods of one individual is also introduced.

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