Due to the advantages of low insertion loss, low polarization sensitivity, compactness, low cost, all-fiber geometry and ease of fabrication, fiber Bragg gratings (FBGs) have evolved into critically important optical filters for a wide variety of applications in wavelength division multiplexed (WDM) systems. This thesis investigates the theoretical issues involved in the synthesis or design of optical filters based on FBGs as well as the experimental issues involved in the fabrication of optical filters based on chirped fiber Bragg gratings (CFBGs). In many system applications, it is critically important to find a grating with a desired complex reflection response (i.e. reflection spectrum and phase response). As such, this thesis studies various optimization methods for the development of a powerful and versatile methodology for the synthesis or design of FBG-based filters with complicated characteristics. As a result, a new staged continuous tabu search (SCTS) optimization algorithm is developed for solving global optimization problems. A novel synthesis method based on the proposed SCTS algorithm is developed for the design of optical bandpass filters and linear phase optical filters based on FBGs. As a further improvement on this SCTS-based synthesis method, a novel two-stage hybrid optimization method is proposed for the synthesis of FBG-based filters with more complicated characteristics. Using this hybrid method, an optical bandpass filter