The minimum Rényi and Wehrl output entropies are found for bosonic channels in which the signal photons are either randomly displaced by a Gaussian distribution (classical-noise channel), or in which they are coupled to a thermal environment through lossy propagation (thermal-noise channel). It is shown that the Rényi output entropies of integer orders z 2 and the output Wehrl entropy are minimized when the channel input is a coherent state.PACS numbers: 03.67. Hk,03.65.Db, A principal aim of the quantum theory of information is to determine the ultimate limits on communicating classical information, i.e., limits arising from quantum physics [1,2]. Among the various figures of merit employed in this undertaking, one of the most basic is the minimum output entropy [3]. It measures the amount of noise accumulated during the transmission, and may be used to derive important properties, such as the additivity, of other figures of merit, e.g., the channel capacity. Here we will focus on the Rényi and Wehrl output entropies for a class of Gaussian bosonic channels in which the input field undergoes a random displacement. The Rényi entropies { S z (ρ) : 0 < z < ∞, z = 1 } are a family of functions that describe the purity of a state [4]. In particular, the von Neumann entropy S(ρ) can be found from this family, because S(ρ) = lim z→1 S z (ρ). So too can the linearized entropy, because it is a monotonic function of the second-order Rényi entropy [5]. On the other hand, the Wehrl entropy characterizes the phase-space localization of a bosonic state: its minimum value is realized by coherent states, whose quadratures have minimum uncertainty product and minimum uncertainty sum. In this respect, the Wehrl output entropy can be used to quantify the channel noise by measuring the phase-space "spread" of the output state (see also [6] for a previous analysis of Wehrl output entropy). For the classicalnoise and thermal-noise channels that we will consider, we show that coherent-state inputs minimize the Rényi output entropies of integer orders z 2, and the Wehrl output entropy. The results presented in this paper are connected with the study of the von Neumann output entropies of the classical-noise and thermal-noise channels given in [7], and with the analysis of these channels' additivity properties given in [8].In Sec. I we introduce the classical-noise channel map.In Sec. II we analyze the Rényi entropy at the output * Now with NEST-INFM & Scuola Normale Superiore, Piazza dei Cavalieri 7, I-56126, Pisa, Italy. † Now with QUIT -Quantum Information Theory Group, Dipartimento di Fisica "A. Volta" Universita' di Pavia, via A. Bassi 6 I-27100, Pavia, Italy. of this channel. We first show that a coherent-state input minimizes S z (ρ) for z 2 an integer, and that it minimizes S z (ρ) for all z when the input is restricted to be a Gaussian state (Sec. II A). We then provide lower bounds, for arbitrary input states, that are consistent with coherent-state inputs minimizing Rényi output entropies of all orders (Sec. II B). In Sec. I...