Outline ? Part I: Crash course on convex analysis and convex optimization ? Part II: Quadratically constrained quadratic programs and semidefinite programming ? Part III: Semidefinite relaxation: Theory, and implications in practice ? Part IV: Applications and latest advances – A. transmit beamforming – B. advanced topics in transmit beamforming – C. sensor network localization ? Conclusion